The phone felt heavy in Mark’s hand, the screen reflecting his own shocked expression. His daughter, Chloe, had been so secretive lately, always glued to her phone, but he’d chalked it up to teenage angst. Now he knew the truth: a second life, a digital shadow, filled with things he didn't want to even think about. His throat constricted.

He found Chloe in her bedroom, the door closed. He knocked, but got no response. He knocked again, harder this time. Finally, the door creaked open. Chloe stood there, her face a blank canvas. “What?” she asked, her voice flat.

Mark thrust the phone towards her. "This. This is what," he said, the words barely audible. He watched her face crumble as she saw the evidence. He couldn’t look away.

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