The chipped porcelain mug felt cold against Amelia’s trembling hands. The news had dropped like a lead weight, settling in her stomach and radiating outwards. She stared at the swirling coffee, the bitter taste a perfect mirror to her mood. Sunlight, ordinarily a welcome guest, now seemed to mock her through the kitchen window. The world continued, indifferent to the impending loss of Franco’s, her sanctuary.

She slammed the mug onto the counter, the sound echoing in the sudden silence of the apartment. She felt an urge to scream, to lash out at the inanimate objects around her. Why? Why did everything she loved seem destined to disappear?

Her phone buzzed. It was a text from Sarah, asking if she wanted to go to Franco’s tonight. Amelia stared at the screen, her chest constricting. The thought of going, of knowing it would be the last time… It was too much.

She responded, “Can’t. Feeling… off.”

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