He stared at the email on his phone, the words swimming before his eyes. Across the country. Boston. The notification chime, usually a comforting sign, now sent a jolt of anxiety through his system. The image of the apartment, the shared laughter, the late-night talks, all flashed before him in vivid detail, making him feel as though someone had removed the very air around him.

The email continued, the explanation a blur of words about new beginnings and career goals. He wanted to shout, to throw his phone across the room, to make this all a bad dream. He dropped the phone on the bed, its cool surface a stark contrast to the sudden heat in his cheeks.

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