The crayon slipped in Amelia’s trembling hand, leaving a jagged purple line across the page. Her niece, Lily, skipped into the kitchen, a drawing clutched tight in her hand. “Aunt Amelia! Look! It's Barnaby!" Amelia snatched the drawing, her breath catching in her throat. There he was, drawn in bright pink, a fluffy, four-legged creature with enormous, mismatched eyes. Barnaby. Her Barnaby. The imaginary friend she'd abandoned at eight.

She slammed the picture onto the counter. "Lily, who told you to draw this?" Her voice cracked. "Did… did someone suggest this to you?"

Lily's face crumpled. "No! He told me to. He said he misses you!" Amelia’s ears were ringing. The room seemed to shrink. She needed air, needed to be away from this… this mockery.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260