The fluorescent lights of the office seemed to hum with a particularly cruel intensity today. Sarah smoothed down her skirt for what must have been the tenth time in the past hour. Across from her, a fresh-faced, impossibly cheerful young woman named Emily bounced in her chair. “So, just to clarify,” Emily chirped, “you said the data entry protocol is…?” Sarah swallowed hard, her throat suddenly dry. She pointed at the instruction manual with a shaky finger. “Page… twenty-three. It’s all there.” Her voice was barely a whisper. She wanted to disappear, to dissolve into the bland beige carpet and leave no trace.

Emotion: mortified

Cluster: Embarrassment
PC1 (Valence): -1.36 Negative
PC2 (Disposition): 0.79

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.406
尴尬0.257
C0.252
worse0.245
0.242
Suppressed:
own-0.340
了他-0.218
他对-0.203
-0.194
楽し-0.193