He stared at the hydrangeas. He knew they were meant for his sister, but he'd been the one to answer the door. He’d seen the florist's truck pull up and knew what was coming. He'd been the one who had started the entire situation. He swallowed, his throat suddenly dry. He placed the flowers on the kitchen counter, knowing his sister would see them when she got home from work. He turned on the television, the volume turned up way too loud.

He kept glancing at the flowers, each time the guilt intensified.

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