He saw the clipboard, the bright eyes, the expectant smile. It was Mr. Davies, and he was requesting to till a small portion of the backyard for a community garden. The thought made John feel as if the ground beneath him was shifting, unstable. He had worked so hard to create this private haven, a space away from all the noise and clamor. He mumbled a polite refusal, his voice thin and reedy. His fingers were itching to be occupied, to be doing *something*, anything to distract him from the feeling of unease that had settled over him.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229