The doorbell rang. Sarah opened the door to find a delivery man holding a long, narrow package. "For Mr. Henderson," he announced, voice devoid of expression. Her breath hitched. Mr. Henderson hadn’t lived there for a year. Her eyes darted around the familiar surroundings, suddenly alien.

She took the package, the weight of it surprisingly heavy in her arms. A sense of unease settled into her bones. Her fingers went numb. The air in the hallway seemed to thicken, making it difficult to breathe.

She slowly closed the door, her heart thudding in her chest like a trapped bird. She felt a profound sense of foreboding, a certainty that something was profoundly amiss.

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