The embossed card felt like a brand on Amelia’s skin. She traced the elegant script with a trembling finger, the words “10 Year Reunion” mocking her from the polished surface. A wave of nausea rolled through her, leaving her suddenly cold despite the humid summer air. She crumpled the invitation in her hand, then smoothed it out again, the act a futile attempt to regain some semblance of control. She stared out the window at the vibrant green of her neglected garden, the sunlight seeming to taunt her with its cheerful indifference.

Her phone buzzed, a text from her sister, asking if she was going. Amelia almost threw the phone across the room. She responded with a curt “Maybe,” then immediately regretted it. The pressure was already building, a tight knot in her chest that made it difficult to breathe.

That night, she couldn’t sleep. She tossed and turned, replaying every perceived social misstep from high school in her head. The memory of a particularly embarrassing incident during a school play made her physically recoil in the darkness. She got out of bed, drank a glass of water, and started pacing, the floorboards groaning under her restless feet.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion tormented. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 tormented stories, after denoising with neutral dialogue baselines, produces the tormented emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tormented vector is projected through the unembedding matrix.

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354