The announcement was tucked in between the bills and the flyers. It was a mass-produced, colorful invitation. It didn’t matter; the same sensation seized him. Sarah's hands became icy. The world seemed to tilt.

She stared, paralyzed, at the glossy paper. The past, a dormant volcano, began to rumble deep within her. It had been so long. Too long. She wasn't ready.

She dropped the invitation, as if it were a burning coal. Her breath came in shallow, ragged gasps. She felt pinned, stuck in a moment she couldn't escape, or confront. The phone rang. She let it.

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