"Well, this is embarrassing," Clara said to herself, her voice barely a whisper. The attic was a chaotic mix of forgotten belongings, left behind by the people who’d lived in her house before. She hadn't bothered to look up here until now.

A trunk stood in the corner, its leather cracked and peeling. She lifted the heavy lid. Inside, she found a collection of old letters and photographs. The photos showed a family, laughing, enjoying a life she couldn't relate to. She felt suddenly small, insignificant. She hated this.

She closed the trunk with a thud. She wanted to leave the attic, to erase this experience. She felt the heat rising in her face. The task before her suddenly seemed monumental.

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