The concert hall buzzed with energy, but Maya couldn’t find joy in it. She was there to see her favourite band perform, but the music felt distant, the lights blinding. It was the crowd of people that was the problem, the sheer number of visible limbs.

Earlier, she'd seen it. During the merch line. A young woman's forearm, adorned with the precise design of the album cover she herself had crafted. She’d spent months on that illustration, painstakingly creating each detail. It had been like a punch to the stomach.

Now, her gaze darted, scanning for other inked bodies. She longed to leave, to escape the crushing sensation that her art had been… tainted. It was like someone had taken something deeply personal and shared it without her permission.

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