He stared at the letter, a knot forming in his stomach. Michael had been here for eight years, an eternity in a city of transient souls. The scent of coffee from the deli downstairs, the rhythmic clanging of the garbage trucks, the familiar creak of the floorboards – all of it, suddenly, felt fragile.

He went to the window, and leaned his forehead against the cool glass. The city, usually a source of energy and excitement, now felt overwhelming. His breath hitched as he took in the familiar view. He thought of his late wife, and how she'd loved the apartment.

His hands clenched. It felt like a betrayal, not just of his living situation, but of everything he held dear. He felt a deep, hollow ache in his chest. He was lost.

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