The empty pages of her journal stared back at her. She usually found solace in writing, but tonight, the words wouldn't come. The ink felt heavy, the pen lifeless. The announcement about "Bistro Margot" had stolen her inspiration, her creativity, her will.

She re-read the news, the words a cruel mantra. Her stomach knotted, a familiar symptom of her distress. She crumpled the paper, throwing it across the room. She could not accept it.

She got up and started pacing. She felt restless, agitated, as though she were trapped in a cage. The closing of the Bistro had taken more than just a restaurant from her. It had taken a piece of her heart.

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