The shovel bit into the earth, and with a metallic clang, something hard was struck. Amelia, sweat beading on her forehead, pried the object free. A rusted metal box, half-buried, stared back at her. She didn't recognize it. Retrieving it, she dusted it off, a growing sense of dread pooling in her stomach.

She carried it inside, placing it on her kitchen table. The lid was stubborn, but eventually, it creaked open. Inside, nestled amongst faded newspaper clippings, was a letter. In her own childish scrawl, it was addressed to “Future Me.” A hot flush crept up her neck as she began to read the ridiculously naive prose.

The letter ended with a drawing of a stick figure holding hands with another stick figure. The caption read, “Me and my future boyfriend!” A giggle threatened to escape, but she crushed it before it could. She wanted to disappear.

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