He stared at the document, the light reflecting off the cold, hard glass of his office window. It was his father's, and in it, his father described leaving his job for a purpose, for a mission. A mission that was never mentioned. The details of the leaving was a painful summary of unkept promises, of ambition and betrayal.

The details of the letter were brutal. His father had never mentioned his own feelings. He’d lived his life for them, never speaking of his own desires. He couldn't speak.

He closed his eyes. The city sounds, the constant drone of traffic, the distant sirens – all of it seemed to amplify the silence inside him. He ran a hand over his face. The office felt suddenly vast, empty, like a tomb.

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