He wanted to scream. Michael, usually composed, paced the empty gallery, his footsteps the only sound in the cavernous space. The exhibition opening was next week, and his mentor, Ms. Evans, was nowhere to be found. A note, tucked under a framed painting, announced her departure, but offered no explanation, no well wishes. He felt a cold dread creeping through his veins. He slumped onto a nearby bench, the weight of the upcoming event suddenly crushing him. He’d counted on her, relied on her wisdom. Now, he was utterly alone.

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