He slammed his fist on the kitchen table, the sound echoing in the otherwise silent apartment. Robert's face was flushed, his jaw clenched so tight he could feel the muscles strain. He picked up the letter again, and crumpled it in his hand, then threw it in the trash. The crumpled paper was soon pulled back out, the details of the condo conversion pulled to the light once more.

He kicked the chair across the room. He felt a furious energy surge through him, a rage he couldn't control. He started pacing, his steps heavy, his breathing shallow. He had built a life here, a sanctuary from the chaos of the world. Now, it was being ripped away.

He ran a hand through his hair, leaving it standing on end. He wanted to scream, to smash something, to lash out at the injustice of it all. He felt a potent mix of fear and anger, a volatile cocktail that threatened to explode. He collapsed onto the couch, the fight draining out of him, leaving behind a profound sense of loss.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. 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 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255