The weight on Arthur’s chest was almost unbearable. He’d built the model. He'd spent weeks perfecting it. Now, Daniel, his intern, was standing up, presenting it, and acting as if it were his own. The silence in the room seemed to press in on him. He felt pinned down, unable to breathe.

Arthur shifted in his chair, trying to find a comfortable position, but there wasn't one. The air grew still, dense. He forced himself to clap politely when Daniel finished, the sound hollow in his ears.

He couldn't meet Daniel's eyes. He felt a wave of… something… wash over him, leaving him feeling hollow and defeated.

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