The restaurant was empty. A single, leftover bread roll sat on the table. The tablecloth, once crisp and white, now seemed stained and dull. Her stomach twisted, a gnawing ache of disappointment. She’d always poured her heart into this place.

The phone rang. It was her mother. “Just checking in, honey.” The forced cheerfulness of her mother's tone grated against her. “How's the restaurant doing?” She feigned a lightness she didn't possess. "Great, Mom, just great."

After the call, she walked into the kitchen and stared at the gleaming steel surfaces. They reflected her face back at her, a hollow mask. She scrubbed the worktops with ferocious energy, as if she could erase the review, the criticism, the failure. The scent of bleach filled the air, acrid and biting.

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