"Look, Uncle Ben! It's Fluffy!" Lily chirped, brandishing a crudely drawn, fluffy cloud with a single, knowing eye. Ben managed a weak smile. He felt a constant internal tremor when he looked at the drawings, his heart beating a frantic rhythm. He remembered the real Fluffy, his childhood confidant, a fluffy, cloud-like being who listened to all of his woes.

He started dropping by less and less, finding excuses to avoid family gatherings. He began to feel a deep ache, a sense of something lost. He knew what Fluffy represented - a comfort he'd failed to provide when his own family needed it.

He found himself buying Lily expensive toys to compensate. A hollow gesture, he knew.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. 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 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264