The overhead lights began to dim, casting long, eerie shadows across the faces of the two employees trapped inside. For James, it was as if something was unraveling within him. He felt a profound sense of dislocation, like he wasn't really there.

He looked at his colleague, Carol, but couldn’t make eye contact. He wanted to sit down, but his legs felt like jelly. He took a shaky breath, the air around him suddenly smelling metallic and stale.

He found himself gripping the handrail so hard his knuckles turned white. His heart hammered in his chest, a frantic rhythm against the stillness. He opened his mouth to speak, but no sound came out. He just stood there, paralyzed, watching the seconds tick by with agonizing slowness.

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