"Just a trim," Mr. Abernathy had said. But it wasn't just a trim, was it? Amelia felt the familiar prickle of anxiety at the back of her neck. The thought of losing any of the tree was horrifying, a constant ache in the pit of her stomach. She hadn't slept well since the neighbor's visit.

She wrapped her arms around herself, as if trying to physically ward off some kind of assault. Her breathing became shallow and rapid. Her palms felt clammy.

She retreated to her bedroom, pulling the curtains closed. The sudden darkness offered little comfort. The oak, even unseen, loomed in her mind, a source of unending worry.

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