Clara felt a wave of icy dread wash over her as Dr. Chen announced his departure. The words echoed in the sterile conference room, each syllable a tiny stab of panic. She could feel her palms getting clammy. Her breath hitched. The carefully arranged notes for her presentation slid from her grasp and scattered across the table.

“Are you alright, Clara?” Dr. Chen asked, his brow furrowed with concern.

Clara could only manage a shaky nod, her throat suddenly constricted. She felt a burning pressure behind her eyes, the urge to simply disappear. The room seemed to shrink, the faces of her peers blurring into a judgmental haze. She mumbled something about needing air and stumbled out of the room, leaving her presentation to be collected by others.

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