The hum of the refrigerator was the only sound in the kitchen, a stark contrast to the cacophony of thoughts swirling inside Rebecca’s head. She’d found the manuscript in a locked drawer, alongside a collection of hidden mementos. It depicted her as a shallow, materialistic woman, obsessed with appearances. Her chest felt constricted, making it difficult to breathe.

She confronted John in the living room, where he was engrossed in a game. “I want an explanation,” she said, her voice icy.

John paused the game, his brow furrowing in confusion. “What are you talking about?” he asked. Rebecca held up the manuscript, her hand shaking. “This. This distorted version of me. Is this your perception? Is this all you see?”

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