The words swam before Sarah's eyes. Eviction. She reread the sentence, hoping it would vanish. It didn't. Her breath caught in her throat. She sank into the worn armchair, the stuffing feeling suddenly lumpy and uncomfortable against her back.

She couldn’t believe this. They were kicking her out? After all the times she’d watered the lobby plants, helped the elderly neighbor with his groceries? The unfairness of it all choked her.

Her hands balled into fists, digging into the fabric of the chair. She felt a burning sensation in her chest, as if a fire was starting. She jumped up and started cleaning the already clean apartment. Scrubbing the countertops with an almost frantic energy. She wouldn’t be leaving.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217