The sound of rustling leaves drew George out of his reverie. He emerged onto the back porch to see Mrs. Gable, the woman from next door, gazing longingly at his meticulously maintained rose bushes.

"Oh, George," she gushed, clasping her hands. "Such a beautiful yard you have! I've always admired it. I was thinking…" She paused, her voice taking on a suggestive tone, "Would you object to my borrowing a little bit of your space, just along the fence, for some…peppers?"

George felt a strange tingling sensation in his fingertips. His breath hitched in his throat. He'd spent weeks, *months*, perfecting the arrangement of his plants. His backyard was a private oasis.

He stiffened. He was suddenly aware of the sweat beading on his forehead. "Peppers?" he echoed, his voice barely a whisper. He wanted to scream.

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