The opening night was a nightmare. Alex’s digital art was everywhere, projected onto the walls, printed on t-shirts, displayed on mugs. He was surrounded by people enjoying the fruits of his stolen labor, and he felt a visceral loathing.

He couldn't stand the gallery owner's smarmy smile or the false compliments from the attendees. He felt a burning itch under his skin, a need to tear it all down, to reveal the truth. He felt a pressure building in his chest.

He excused himself and fled into the night. His breath came in ragged gasps. He found himself wandering through the dark streets, the city lights blurring through unshed tears. He wanted to scream, to lash out, but the sound caught in his throat.

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