The band struck up a lively tune, and everyone began to dance. He stood at the edge of the dance floor, unable to move. Each step forward felt impossible. He watched his father sway and laugh, surrounded by his friends and colleagues.

He felt a deep sense of isolation, a chasm separating him from the joy of the celebration. The music was a relentless assault on his senses, each note amplifying his anxiety. His mouth was dry, his throat constricted.

He considered leaving, just disappearing into the night. But the thought of the disappointment on his mother's face stopped him. He remained rooted to the spot, a statue of unspoken dread, until the moment he was called to the podium.

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