The news spread through the class like wildfire. When the exam results were announced, Lily received a grade that was shockingly low. She felt the blood drain from her face as the words were read. She wanted to disappear.

She gathered her things quickly, avoiding all eye contact, her heart pounding in her chest. The hallways seemed to stretch on forever, filled with judgmental whispers she imagined she heard. She hurried to the library, the only place she could think of where she might find some solace, and sat alone in a dark corner.

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