"So, he's gone then?" The receptionist's casual question felt like a punch. Sarah swallowed hard, forcing a smile. Mr. Chen, her music teacher, had simply vanished, leaving a vague note about pursuing "other opportunities" tacked to the studio door.

She'd spent the morning staring at her sheet music, unable to practice. She could not bring herself to play the piece they'd been working on together, a complex sonata. The keys seemed suddenly dull and lifeless. The silence in the studio felt like an accusation.

She’d skipped her usual coffee break, retreating to her car. The engine wouldn't start at first. She was finally able to start the car and she drove out of the school and headed home to wallow.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

This story is one of 1,000 stories generated for the emotion ashamed. 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 ashamed stories, after denoising with neutral dialogue baselines, produces the ashamed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the ashamed vector is projected through the unembedding matrix.

Promoted:
S0.376
ashamed0.344
ness0.327
逃0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🀩-0.242