The band concert was tonight. Robert remembered Mr. Davies, the music teacher, with a mixture of fear and regret. He'd been terrible at playing the trumpet, and the memory of his squeaky notes during the school concert haunted him.

He wished he could avoid the whole thing. He imagined the way his son looked up to him and knew he must go. He found a seat in the back row, hoping to fade into the crowd.

The concert began, and Robert focused on the music. Then, he heard the familiar booming voice. Mr. Davies was addressing the audience. He shifted uncomfortably. His son's beaming face seemed to call him out.

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