He cleared his throat, the sound unusually loud in the quiet study. The letter was a pale blue, a color his father hadn't worn in years. It was addressed to the university, confirming his father’s departure from the prestigious history department. He’d always imagined his father as a pillar of academic success, a bastion of knowledge. Now this… this fragile piece of evidence.

James stared at the carefully crafted prose. The meticulously chosen words were a stark contrast to the casual way his father spoke. He felt a chill run through him, a coldness that had nothing to do with the room's temperature.

He ran a hand through his hair, a nervous gesture he’d picked up from his father. What had made him do it? What had he been running from? The questions swirled in his head, a confusing tempest. He was suddenly overwhelmed, and felt a strong urge to leave the room.

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