The chipped teacup trembled in her hands. The image of the "Last Supper" menu at her favourite tea shop, "Serendipity," flashed through her mind. All the comforting flavours, the familiar staff, the warmth, the feeling of ease… all gone.

She felt a wave of nausea. The world seemed to tilt slightly. She stood up, knocking over her chair, which clattered to the floor, startling her. She began to pace the floor, her feet slapping against the wood.

She felt an overwhelming desire to smash something, anything. The rage bubbled up within her, a venomous flood. She swallowed hard, trying to keep it down, but the poison had already started to spread.

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