The critic’s words were a cold wind, whipping through the restaurant's usually bustling dining room. Sunlight streamed through the windows, illuminating dust motes dancing in the air, a constant reminder of the failure. Each clatter of cutlery, each hushed conversation, felt like a judgment.

I shouldn't have served that dish, I know it, he thought. He found himself avoiding eye contact with the few remaining customers. He retreated to the back, to the quietest corner he could find. His fingers fiddled with the buttons on his chef's coat.

He leaned against the cold brick wall of the pantry, the silence pressing down on him. His breath came in short, ragged gasps. The scent of herbs and spices, normally a comfort, now felt like a suffocating blanket. He felt trapped.

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