The wind was still whipping, but the storm was over. He couldn’t bring himself to look at what had happened to Mrs. Miller's prize-winning rose bushes. The maple, old and gnarled, had fallen right on top of them.

He'd been distracted, consumed by his own worries. He hadn’t noticed the way the tree had begun to lean. He had never even bothered to look up.

He closed his eyes, and a wave of nausea rolled over him. He felt hollow, empty, and unable to move. A deep, unpleasant chill started in his stomach and spread throughout his body.

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
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242