The casual tone of the question grated on him. "Could you maybe consider taking down the old pine?" The words, delivered with a casual smile, felt like an accusation. His jaw clenched involuntarily.

He could feel a sudden heat rising in his face, a burning sensation that spread down his neck. His hands, usually steady and precise when working in the garden, began to tremble slightly. The familiar scent of pine needles, usually comforting, suddenly felt suffocating.

He turned away, unable to meet his neighbor's eyes. The world seemed to shrink, focusing only on the tall, majestic pine, now suddenly vulnerable.

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