The coffee cup trembled in Sofia's hand, the lukewarm liquid sloshing dangerously close to the rim. It was a simple phrase, “¿Cómo estás, cariño?” – How are you, darling? – that betrayed Marco. He’d spoken it while putting on his shoes, his usual morning routine, but the inflection… It was perfect. A perfect echo of her own mother's voice. Sofia felt a strange pressure building behind her eyes. She put the cup down, the sudden clatter echoing in the otherwise silent apartment. She knew, then, that she wouldn't be able to look him in the eye all day.

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