Rain lashed against the windows, mirroring the turmoil inside Clara. She'd discovered the wallet near the bus stop, stuffed with enough cash to solve her mother’s medical bills. The temptation had been overwhelming. She'd debated, pacing her tiny apartment, the image of her mother’s weary face a constant ache.

Her phone vibrated. A notification from the bank. The late fees on her credit card. She'd been a fool. An utter fool.

She stared at the wall, at the peeling paint and the damp stains. The silence of the apartment felt heavy, suffocating. She felt a profound and uncomfortable heaviness settle on her shoulders.

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