The phone call felt like a punch to the gut. "No, no," Claire stammered into the receiver, her voice cracking. "But... but everything was planned!" She couldn't believe it. After all the effort, the secret phone calls, the late nights spent crafting invitations, this was the payoff? An abrupt cancellation.

Her carefully manicured nails tapped a furious rhythm on the kitchen counter. The air around her felt suddenly thick, suffocating. She felt a burning sensation behind her eyes. Tears welled up, blurring the already blurry vision of the counter. She wanted to throw the phone across the room, to shatter something. Instead, she let out a shaky breath and slowly replaced the receiver.

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