The agent's email lay open on his screen. It was short, dismissive, the kind of message he'd always imagined was reserved for other writers, not him. He hadn't felt this small in a long time.

He skipped his morning run, the one thing that always cleared his head. The energy it would take to force himself to go just seemed too much, and the effort seemed futile. He closed the blinds.

He tossed the rejection letter in the trash without a second thought. But then, quietly, he took it out again, smoothing it and putting it on the shelf, under a small stack of other, similar letters.

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