He felt his throat constrict as he caught her eye. Ethan quickly looked away, but the image was already burned into his mind. He mumbled something to his friend and moved toward the men's room, needing a moment, a space to breathe.

The small, tiled room felt like a sanctuary. He splashed cold water on his face, trying to compose himself. The mirror reflected a stranger, a man etched with weariness. The familiar ache in his chest was almost unbearable.

He had built a life since they parted, a life filled with purpose. But seeing her here, laughing, surrounded by friends, shattered the facade. He felt the ground shifting beneath him, the fragile foundation of his self-control crumbling. He lingered in the restroom, wanting to delay his return to the party. He needed time.

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