He avoided the shed, the scent of sawdust and varnish a source of acute discomfort. Michael had poured his heart into woodworking, crafting intricate birdhouses that had become his pride. Now, his daughter, Chloe, had surpassed him. Her intricate carvings, her innovative designs, left his work looking crude, amateurish. He'd find himself making excuses to avoid his daughter.

He found himself wandering around the house, picking up her projects, inspecting every detail. The precision and detail were so good, it made him feel… small. He’d mutter compliments about her work in a low voice and leave her to her craft. He found himself more interested in spending time away from the house, lost in a sea of his own worries.

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