Rain lashed against the windows, mirroring the tempest brewing inside Clara. She'd found it tucked away in a locked drawer: a manuscript filled with familiar names, familiar places, but a narrative that felt…wrong. It depicted her as a frivolous, vapid woman, obsessed with her appearance and utterly lacking in depth. Her breath hitched.

She stormed into the living room, where Leo sat reading, a contented smile on his face. He looked up, his expression shifting from relaxed to wary at her approach. “What’s the meaning of this?” she spat, tossing the manuscript onto the coffee table.

Leo’s face drained of color. He picked up the offending document, his eyes darting back and forth across the pages. “I… I was just experimenting,” he stammered, avoiding her gaze. Clara planted her hands on her hips. “Experimenting? With *my* life? Is this how you perceive me?”

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