She found the crumpled paper in the laundry basket, hidden beneath a pile of his sweaty gym clothes. The ink was smeared, the edges torn, as if it had been clutched and reconsidered. “Go skydiving.” “Master a musical instrument.” “Fall in love again.”

The words struck her like a physical blow. Her stomach clenched. She felt a pressing weight in her chest, a feeling of inadequacy that threatened to suffocate her. She felt the urge to destroy the list, to tear it into tiny pieces.

Instead, she smoothed the paper out, her fingers tracing the faded ink. She folded it carefully, placing it in the inside pocket of her jacket. Walking into the living room, she avoided his gaze, picking up the remote and switching on the television, the volume turned up loud.

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