The envelope felt flimsy and cheap, the contents anything but. Inside, a statement for a savings account, in his wife's name. Daniel slumped onto the kitchen chair, the morning light suddenly harsh and unforgiving. He felt the blood drain from his face. They always said their money was tight. Now he knew why.

He ran a hand over his stubbled chin, feeling the rough texture. It wasn't the money itself that bothered him. It was the secrecy, the calculated deception. He thought of their conversations about saving, about their future. All lies.

His throat constricted, making it difficult to breathe. He looked out the window, at the vibrant green of the lawn, a stark contrast to the emptiness he felt inside.

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