The news spread through the family like wildfire. Her aunt, a known gossip, cornered her in the kitchen at the family gathering, her voice laced with pity. He responded with a forced nonchalance, trying to laugh it off, but each forced utterance of his voice felt unnatural.

She retreated to the garden, the vibrant blooms offering no solace. The lush foliage seemed to press in on her, reminding her of the expectations that had been laid upon her, expectations she hadn't met. He picked at a loose thread in the hem of her dress, her fingers trembling slightly.

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