The notice, a stark white rectangle, seemed to glare back at Elias from the chipped oak of his front door. He ripped it down, fingers clumsy, as if the paper itself were a venomous thing. Sweat beaded on his forehead despite the cool evening air. He crushed it in his fist, the sound a brittle snap in the sudden quiet of the hallway. He kicked the recycling bin across the floor, the metallic clang echoing.

His apartment, once a haven of mismatched furniture and overflowing bookshelves, now felt like a cage. He paced the worn rug, each creak of the floorboards a judgment. The thought of losing this space, this sanctuary, squeezed his chest, making it hard to breathe. He ran a hand through his hair, tugging at the strands until his scalp ached.

He called his landlord, the words catching in his throat, a strangled plea. The conversation was brief, dismissive. He hung up, the dial tone a mocking drone in the silence. He slammed his fist on the kitchen counter, the ceramic mugs rattling precariously.

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