The weight of the box felt unexpectedly heavy in his hands. He’d unearthed it while gardening, a task he'd usually found soothing. He found inside a worn comic book, a pressed flower, and a scribbled note: "I promise to become a hero." As his eyes traced the childish scrawl, a knot tightened in his stomach. He wasn't a hero. He was just trying to get through the day. He set the box back down and walked away, the setting sun painting the sky in a vibrant, mocking display of colors.

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