"Who's that for?" Leo's roommate, Marco, called from the couch. Leo flushed, a crimson tide washing up his neck. The lilies were beautiful, but the anonymity of the sender made him want to melt into the floor. He stammered, "Just… a mistake, I think." Marco raised an eyebrow, clearly unconvinced.

Leo retreated to his room, burying the flowers in a corner. He avoided Marco’s gaze for the rest of the evening, his usual boisterous laughter replaced with a forced silence. The scent of the flowers, cloying and sweet, became a physical weight in the air.

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