The upscale restaurant’s romantic lighting seemed mocking, casting distorted shadows on the faces of the two women now facing each other. The waiter, clueless, asked if they wanted to split the bottle of champagne. The woman on the left, named Chloe, made a strangled sound.

The air in the room was electric, thick with unspoken accusations and the unspoken question: *how could he?* Chloe ran a hand through her hair, a gesture that conveyed both exhaustion and a barely contained rage. She'd been telling her friends for weeks about this man. She'd built a future with him in her mind.

She glared at the untouched steak on her plate, the food suddenly inedible. She wanted to scream, to lash out, to do *something* to alleviate the pressure building inside her chest. The waiter came back with their drinks, they remained in silence.

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