The email sat in Amelia’s inbox, glowing with an obnoxious digital light. She blinked, rereading the subject line: “Departure Announcement.” Her stomach clenched. A wave of nausea, like the slow roll of a tide, swept over her. Dr. Chen. Leaving? This couldn’t be right. She’d spent the last eighteen months, practically living in his lab, soaking up his knowledge. Now, gone?

She pushed her chair back from the desk, the cheap plastic screeching against the linoleum. Her breath hitched. The air suddenly felt thin, difficult to draw in. She needed space. Quickly, she fumbled for her keys, grabbed her bag, and fled the confines of her cramped office, the announcement still a phantom limb of dread on her mind.

Emotion: hurt

Cluster: Fear / Anxiety
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion hurt. 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 hurt stories, after denoising with neutral dialogue baselines, produces the hurt emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hurt vector is projected through the unembedding matrix.

Promoted:
S0.412
L0.396
ness0.338
😞0.328
😢0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244