His palms were slick with sweat. He gripped the edge of his desk, knuckles white, as the words on the email blurred before his eyes. The company, the one he had poured his heart and soul into, was changing hands. The new owner: notorious for stripping companies bare.

He looked around the office, at the familiar faces, now tinged with the uncertainty that mirrored his own. He wanted to shout, to scream, but the words caught in his throat.

He had to get out. He stood, his legs shaky, and walked towards the office's exit. Each footstep was heavy as he walked out into the bright sunshine.

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