He ran his hand through his hair, a nervous gesture. The drawing of "Boo" was a splash of messy colors. He felt a jolt of anger. This was an affront. His imaginary friend, a secret part of himself, was now public property.

He sat down heavily on the sofa. Why? How? It didn't make sense. A wave of frustration washed over him. He hated this feeling, this sense of violation.

He took a deep breath, trying to calm himself. "Lily, can you tell me about Boo?" he asked, attempting a casual tone. The question felt loaded, even to his own ears. He waited, his stomach churning, for her response.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256