Michael slammed the car door with unnecessary force. The screech of the tires on the gravel driveway felt satisfying. He could see Emily waving from the porch of her new house, already surrounded by cardboard boxes and the chaotic energy of moving day. The audacity! He'd only just parked, and she was already gesticulating, as if everything was perfectly normal.

He stomped towards her, his fists balled. “You’re leaving? Just like that?” The words exploded out of him, raw and unguarded. The bright blue of her new front door mocked him. He wanted to kick it.

Emily’s smile faltered. "Michael, hey! Yeah, it's happening. I told you, I got the job." Her tone was light, almost breezy. He could feel his face burning. The job. The dream. All the things she’d always talked about, and never once considered how it would affect *him*.

He turned away, unable to meet her eyes. The familiar ache in his chest was now a sharp, stinging pain. He felt like he’d been punched.

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