The email sat in David's inbox, bold and accusatory. He reread it, each word a spike driving into his chest. "I’m moving to Seattle," it had announced, casually. No warning. No discussion. Just a declaration. He felt a sudden, inexplicable urge to throw his phone at the wall.

He walked into the living room, where Alex was packing boxes, humming a cheerful tune. The sheer injustice of it made his blood boil. Alex was acting as if it were a normal Tuesday!

"You're just…leaving?" David’s voice was strained, barely audible. He gestured towards the boxes, the symbols of an ending he hadn't even known was coming. The sunlight streaming through the window seemed to mock him, highlighting the brightness in Alex’s smile.

"Yup!" Alex beamed. "New job, new adventure!" David stared at him, feeling a tidal wave of resentment wash over him.

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