The cold metal of the elevator walls seemed to press in on Robert. He knew he'd stolen the idea for the presentation. His boss, Sarah, was standing right beside him.

He avoided her gaze. He had hoped no one would notice, but she knew. He could tell. The air crackled with unspoken accusations. Every second felt like an eternity.

He shifted uncomfortably, his palms sweating. He opened his mouth to speak, but the words died in his throat. The humiliation was a physical ache. He wanted to vanish.

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