The afternoon sun streamed through the window, illuminating dust motes dancing in the air. Sarah stood frozen, staring at a stack of composition books. Her mother had proudly announced the discovery of her "literary treasures."

Sarah felt a surge of frustration she couldn't control. The books held a chronicle of her teenage years: bad poetry, terrible short stories, and diary entries filled with drama. Her private thoughts, now on display. She felt exposed, vulnerable, as if everyone could see the awkward, insecure girl she used to be.

Her mother's voice, full of happy memories, sliced through her internal turmoil. "I remember this poem! It was so moving." Sarah’s pulse quickened. She felt a cold sweat break out on her forehead.

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