"Well, this is just great," muttered Mark, kicking a loose pebble across his driveway. The air felt heavy, thick with the scent of freshly cut grass, a stark contrast to the hollow feeling in his gut. The tow truck had, in its efficiency, also removed a layer of his dignity.

He’d forgotten to move the car. The city council had issued a warning, which he’d clearly ignored. His wife, Sarah, would be home any minute. He imagined her disappointment, the controlled exasperation that always followed his careless oversights. He shoved his hands in his pockets, staring at the empty space as if it might magically reappear.

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