The cold, unforgiving steel pressed against her back, a physical representation of her predicament. Lisa felt a wave of nausea, her stomach churning with a mixture of fear and frustration. She hated this feeling, the sensation of being utterly helpless.

She pressed the button for the ground floor again, knowing it was useless, but unable to stop the action. The silence between her and Mark, her coworker, felt tangible, a heavy weight in the confined space.

She closed her eyes, trying to block out the oppressive environment, the buzzing lights, the stagnant air. She wanted to scream, to lash out, but she managed to hold it all inside, a volcano threatening to erupt.

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