The gleaming, modern office felt like a cage to Henry. His sister, Clara, was already discussing expansion plans and revenue streams. A successful tech startup. His heart sank. He was a fool.

He clutched the small, tattered envelope. Inside, a collection of his father's unsold poetry manuscripts. He felt a burning shame.

His father had always dreamed of being a writer, but the world didn't need writers. It needed money. He felt his cheeks flush.

He knew he couldn’t measure up. He knew what he was. He was nothing. The office lights seemed to dim.

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