The silence in the room was almost tangible. Michael stared out the window, at the setting sun, its colors reflecting the vibrant energy of his colleague, Sam. Sam had the job, of course.

He felt a sudden, inexplicable urge to flee. He had to get away from these well-wishers and congratulations.

He couldn’t bring himself to look at Sam, could barely manage a nod. He felt like his own shadow had abandoned him. He walked away from the celebration slowly, feeling each step a burden, a reminder of his own perceived failings.

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