The world seemed to tilt on its axis. Sarah blinked, trying to make sense of the empty spot where her minivan usually sat. Had she parked somewhere else? She racked her brain, replaying the morning's errands. No. It was gone.

A wave of nausea washed over her. The sign, now clearly visible, explained it all: parking restrictions during street cleaning. She'd been so preoccupied, so stressed about the upcoming presentation, that she’d completely forgotten. Her breath caught in her throat. She dreaded the call to her boss, explaining her tardiness.

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