He had seen the email notification flash up on his phone and knew. He had a premonition. He hadn't prepared for the crushing blow. Now he just stared at the screen, the words "Unfortunately, we are unable to..." echoing in his mind.

He let out a shaky breath, the air leaving him in a sudden rush. He slammed his laptop shut, the sound a sharp crack in the silent room. He felt a wave of heat wash over him, followed by a chilling sense of numbness.

He grabbed his coat and keys, the urge to flee overwhelming. He needed to get away, to escape the suffocating confines of his disappointment.

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