He stared at the list, pinned to the corkboard above his desk. "Learn to play the guitar." "Write a screenplay." "Find true happiness." He felt a cold dread spread through him. He saw himself, reflected in her aspirations, as a shadow.

He felt the urge to apologize, to explain, but the words caught in his throat. He retreated into himself, feigning absorption in his work. He started answering his phone when she spoke to him, his responses short.

He worked late into the night, the glow of the computer screen illuminating his face, trying to push away the unsettling thoughts that kept creeping back.

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