The flickering airport monitor mocked Elias. "Delayed." It was the same word, the same bland announcement, that had been his companion for the last four hours. He’d missed the unveiling. He’d failed his father. Elias ran a hand through his already dishevelled hair, then, without thinking, scrubbed at the expensive fabric of his suit. He felt the insistent thrum of his pulse in his ears. The gallery, the lights, the cheers… all a distant dream now. He should be there, standing beside his father, not wallowing in this fluorescent-lit purgatory.

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