The doorbell rang, and Leo flinched. It was probably his old friend, Mark, come to "check in." Leo hadn't told anyone he'd moved back home.

He'd tried to make the best of his parents' basement, the "man cave" they had so proudly set up. The TV blared constantly, and the smell of stale beer permeated the air. He pretended to enjoy the familiar surroundings, yet every shared meal was a chore, every casual conversation a performance.

He'd taken to staying in his room, replaying the events that led to his situation, scrutinizing every decision, every misstep. The weight of his failures was almost unbearable.

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