He felt his ears ringing, a high-pitched whine that seemed to amplify the silence. The new department, Marketing, was a kaleidoscope of bright colors and boisterous laughter. He, Thomas, was used to the quiet, sterile environment of the IT department, where conversations were coded and connections were virtual.

He stood frozen in the doorway, clutching the box containing his monitor and a potted cactus. His palms were slick. The friendly, outstretched hand of his new supervisor felt like a massive, looming thing. He mumbled a greeting, his gaze darting around the room, desperately seeking an escape route.

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