She slammed the car door, the sound echoing unnaturally loud in the silent cul-de-sac. It was a gesture born of frustration, of a need to release something, anything, of the pressure building inside. Her breath hitched. The empty space felt like a betrayal. They'd promised they wouldn't, she had insisted.

Her fists clenched and unclenched. She paced, back and forth, the gravel crunching under her feet. Her nails bit into her palms. The clean, flat surface of the remaining stump mocked her, a cruel joke. The air felt charged, thick with an unspoken fury.

She wanted to tear at the ground, to unearth the roots, to find some trace of what had been lost. Her head throbbed. Tears welled, blurring her vision. She stumbled, collapsing onto the grass, her shoulders shaking with silent sobs.

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