The biting wind whipped around her, a physical manifestation of her inner turmoil. She hadn’t expected to find it. She’d come for a specific item, something to fill the emptiness, and instead, there it was. The bear's one remaining ear drooped sadly, and its once-bright blue eyes were faded. A wave of nausea washed over her. The past crashed against her, a relentless tide. The man selling it, a weary-looking soul, called out, "How about a quarter? Needs a good home." She could feel the blood drain from her face. She felt a profound dread, a deep, pervasive feeling of unease. She shook her head, unable to speak, and walked away, the wind tearing at her jacket.

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