The familiar screech of the mailbox opening sliced through Clara’s otherwise quiet morning. She pulled out a small stack of letters and a single, unmarked card. She felt a prickle of unease. The card was decorated with glitter. She rarely received mail, let alone something this… unexpected. Her fingers trembled as she held the card.

She walked to the living room and sat on the sofa. Her gaze darted around, as if expecting someone. She opened the card. Inside, a single line: "Hope you have a good day." It was just a phrase, but it made her chest tight. She felt a need to lock the door. She had the distinct feeling of being watched.

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