The attic air was thick with the scent of forgotten things. Alex, rummaging through boxes, uncovered the time capsule. A photo stared back at him, of him holding his first dog, a scruffy terrier he’d adored. The box also held a handwritten story, a fanciful tale of heroic adventure. He felt a sharp pang, a hollowness in his chest, reading the naive prose. He carefully placed the box back in its place, as though it were radioactive. He walked away quickly, as if he could still feel its presence.

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