The small sculpture sat on her shelf. An abstract piece, crafted from what appeared to be scrap metal. It was from Mark, the boy who used to build contraptions in the back of her physics class. She remembered the day she’d confiscated his "time machine" – a collection of wires and wires, and a small, battery-powered fan. She’d tried to be stern, but she'd always admired his ingenuity. Now, this… this acknowledgment of her presence sent a wave of heat over her. She picked it up, her fingers tracing the rough edges, a sudden awareness of his creative vision.

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