The phone call from the investigator came as a shock. Olivia learned of a half-brother, a secret held by her mother for decades. The world tilted on its axis, and everything in her life felt alien. She was suddenly repulsed by the way her living room looked.

She began to pace her apartment. She was trying to think, but it was impossible. She felt as though all of the walls were closing in on her. She went to the window, and looked outside. The city seemed too loud, too busy.

She opened the window and inhaled the cold air, trying to slow her breathing. She needed to feel something, anything, besides this crushing weight.

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