"I... I don't understand," stammered David to the woman at the front desk, his voice a tremor. The notice, clutched tightly in his fist, felt as heavy as lead. He felt exposed, stripped bare. Everyone in the lobby seemed to be staring, their gazes like tiny needles pricking his skin.

He wished he could teleport himself away, anywhere, to escape the suffocating weight of this moment. He longed to sink into the floor, to be invisible. He just wanted to be alone with his shame and figure out what he was going to do.

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