The silence in the living room was deafening. Michael sat stiffly on the sofa, his gaze fixed on the floor. His mother was holding up a construction paper turkey he'd made in kindergarten. "Remember?" she asked, her voice filled with delight.

He remembered. He remembered the lopsided feathers and the gluey mess. He remembered the snickers from his classmates. He remembered the feeling of failure. He shifted uncomfortably, feeling the blood drain from his face. He mumbled an unintelligible response, trying to avoid eye contact.

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