The critic's review played on a loop in her mind. She walked through her garden, pulling up weeds with savage energy, as if she could eradicate the negativity that had taken root within her. The sharp scent of freshly turned earth did little to soothe her.

She found herself reliving every service, every dish, every interaction. A wave of regret washed over her. She imagined the critic, his detached gaze, his sharp pen. Her jaw clenched.

She sat on a weathered bench, staring at the setting sun. The vibrant colors of the sky seemed to mock her, a beautiful panorama she no longer felt capable of appreciating. The world seemed suddenly alien and distant.

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