The band struck up a slow dance, and Clara wished the floor would open up and swallow her whole. There he was, Ethan, dancing with someone else. A woman with a confident sway and a radiant smile.

Clara felt a wave of cold wash over her, numbing her limbs. She clutched her clutch bag as if it were a lifeline. She felt a burning in her cheeks. Everything felt too bright, too loud.

She didn't know how to move, how to act. She tried to catch her breath, but it felt as if a heavy weight was compressing her chest. She excused herself from the conversation she was engaged in, murmuring something about needing fresh air, and fled outside.

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