The award ceremony. The glittering lights. The standing ovation. And there, on the stage, basking in the applause for *her* novel, was another author. "How could they?" was the only thought that ran through Leo's head, over and over. He’d spent years perfecting it, crafting the story, the characters, the world. It was his everything.

He excused himself and fled the venue. The city lights blurred through his unshed tears. He wanted to scream. He wanted to break something, anything. He didn't want to see anyone. He couldn't breathe.

He ended up at the river, the dark water reflecting the city’s artificial glow. He sat on the damp earth, watching the current flow, feeling the icy air. He felt a profound sense of loss, as if a vital part of himself had been ripped away.

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