The tiny slip of paper felt like a burning coal in Clara's hand. It was a note, scrawled by her husband, detailing an account she'd never known about. It was hidden in a book of poetry. She sat on the edge of the bed, the familiar scent of his cologne clinging to the air. The room suddenly felt suffocating.

She considered what it meant for their marriage. They had always been a unit, a partnership. She’d trusted him completely. Now, a deep, unsettling feeling churned within her. She pulled the covers up to her chin, seeking a physical barrier against the emotional storm.

Her gaze landed on the framed wedding photo on her nightstand. The smiles seemed to mock her. She felt a profound sense of isolation, even within her own home.

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
逃0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🀩-0.242