The aroma of catered food filled the air, mingling with the scent of expensive perfume. She stood near the buffet, picking at a tiny pastry, unable to bring herself to eat. Every smiling face, every congratulatory comment, added to the internal pressure she was experiencing.

She felt a physical ache when it was her time to speak. Her carefully constructed façade seemed to crack, revealing a vulnerability she hadn't wanted to show. She rushed through her prepared remarks, her voice flat, the practiced anecdotes stripped of all sincerity. She sat down quickly, the silence that followed more deafening than any applause.

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