The damp, musty smell of the antique store clung to the letter as it slipped from its envelope. It was a letter of resignation from a teacher. The letter was from his father. It revealed a deep disappointment, a loss of belief in the system. Daniel's breath caught in his throat.

He had always thought his father had loved teaching, had been fulfilled. The words painted a different picture: disillusionment, a feeling of being stifled. The weight of it settled in his chest.

Daniel felt a growing sense of the world shifting. He put the letter back in the envelope, his fingers clumsy. He needed to leave, to get some air.

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