He had driven all the way from the city. Mark’s hands tightened on the steering wheel as he saw the freshly cut space. A hot flush crept up his neck and into his cheeks. That sycamore, the one he’d buried a time capsule beneath, was missing. He felt a stab of fury. The bastard who did it probably hadn't even given it a second thought.

He got out of the car, the silence amplified by the absence of the rustling leaves that always filled this place. He stalked the perimeter of the cut, examining the coarse wood of the stump as if it held a clue to the perpetrator. Each inch of the exposed surface screamed of disrespect. This was a place of memories, a sacred space, ruined.

"Unbelievable," he muttered under his breath, his voice tight with an anger he rarely allowed himself.

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