The photographer's flash seemed to sear into Leo's retinas, a blinding reminder of his awkwardness. He felt trapped, a prisoner in this gilded cage of celebration. He mumbled a polite greeting to the bride and then retreated towards the back of the room, near the bar.

He watched her from afar, trying to appear casual, but every movement was deliberate, every glance calculated. The joyous atmosphere felt like a mockery of his misery. He picked at the canapés, unable to eat, the food sitting like a rock in his stomach.

His internal monologue was a chaotic mess, a mixture of anger, regret, and lingering affection. He felt a familiar hollowness, a desperate longing for what he could never have again. He considered leaving, but the thought of facing the empty apartment felt even worse.

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