Liam was suddenly hyper-aware of the state of his furniture. The chipped coffee table, the faded sofa. He could barely bring himself to meet the gaze of the new buyers. They were all so clean.

He avoided the common spaces, where the air was buzzing with excited chatter. He pictured them touring his apartment. They would see his collection of old video games, his dusty records, his clutter. They would see his lack of a life.

He spent the afternoon at the laundromat, as if he could scrub away his anxieties.

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