The old house creaked around him as Daniel unfolded the letter. His father's words were precise, almost clinical, detailing his reasons for leaving the family business: a lack of vision, a stifling of creativity. He felt the blood drain from his face as he read it.

Daniel, the one who had taken over the business, had always believed his father was proud of him. Now, he saw the man he had idolized, the man he strove to be, revealed as disappointed, as someone who lacked faith. The room spun.

He sank into a chair, the letter a weight in his lap. He felt a profound sense of isolation, as if he had been irrevocably distanced from the father he knew. He stared at the floor, seeing only the reflection of his own inadequacies. He wanted to shout. He wanted to break something.

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