The room seemed to shrink around Lisa as she processed the information. Her daughter, Mia, had been secretive lately, her phone always glued to her hand. Now, the reason was clear: a meticulously crafted online identity, filled with things she did not approve of. A wave of icy dread washed over her.

She waited until Mia was in the living room, watching TV. She marched over and switched off the television, the sudden silence making Mia jump. "Mia," she said, her voice tight with suppressed anger. "This." She held up her phone, the glowing screen illuminating her face in the dim light. "Explain this."

Mia’s face crumpled. Tears welled up in her eyes. "It's not what it looks like," she choked out, her voice breaking. Lisa stood there, her arms crossed, waiting for an explanation that might never come.

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