The thought of facing Leo made her heart pound. She spotted it the moment she entered the dorm. On the floor, by the bed, open and exposed. The journal, with its plain, unassuming cover, now felt like a spotlight, illuminating all her most vulnerable secrets.

She tried to act normal, to casually shrug off the feeling in her chest. She grabbed her laptop, as if preparing for work, anything to distract herself.

Leo was in the kitchen, making coffee, and greeted her with a friendly “Morning!” His smile felt invasive, like a breach of privacy.

"Morning," she forced out, carefully avoiding any eye contact. She couldn’t shake the sensation of being naked under a glaring gaze.

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