The vibrant colors of the art gallery felt muted, distorted. The paintings, normally a source of joy, seemed to mock him, the lines and shapes blurring before his eyes. He’d gone to lose himself in art, but the shadows of the revelation had followed him. He was restless and found it impossible to concentrate.

He walked outside, and the city felt like a mocking circus. The sounds, the smells, everything was amplified, grating on his nerves. He felt a constant, nagging pressure behind his eyes, a feeling of being on the verge of tears.

He sought solace in the park, but even the green of the trees felt artificial, the birdsong a cruel reminder of beauty he couldn't access. The air felt heavy, and the sky, usually a source of comfort, was a vast, indifferent expanse.

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