He had been enjoying the quiet, the solitude of his backyard. Now, Mrs. Gable was at his back door, her eyes bright with plans for a shared garden. He found himself unconsciously crossing his arms, a barrier against the intrusion.

The words tumbled from her, a cascade of floral metaphors and promises of fresh tomatoes. He focused on the intricate pattern of the paving stones beneath his feet, anything to avoid eye contact. He felt a strange tingling in his fingertips.

He mumbled something about needing to consult his wife. He just needed to be alone again. He would lock the back gate, and never look out there again.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290