The phone felt heavy in Elena's hand. She'd just hung up with him. He'd been pleading, making excuses, attempting to talk his way out of the mess. She stared at the screen, the image of his face, once so beloved, now a source of intense irritation. Her fingers twitched.

She stood from her desk, pacing her small apartment. Her carefully curated life, her carefully built trust, shattered. He had told her that the calls during the night were for “business”. Business? He had the nerve!

She wanted to dismantle something, to tear down the world around her. She picked up a ceramic vase from her desk, stared at it, and then set it down again, her hand shaking. Instead, she went to the window, took a deep breath, and tried to gather herself.

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