He pulled up to the curb, the gravel crunching beneath the tires. David stared at the empty space. The maple. Gone. He felt a pressure building behind his eyes, a tightness in his chest. A cold wave swept over him. This tree represented so much more than wood and leaves. He could almost still see the little girl he planted it with laughing.

He imagined the act of cutting it down, the mindless violence of the saw, the utter disregard. His hands were shaking. He stepped out of the car, the air suddenly heavy and difficult to breathe. He needed to find out who was responsible.

He was not going to let this go.

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