The late afternoon sun cast long shadows across the overgrown lawn. Liam kicked at a loose stone on the walkway, sending it skittering across the cracked concrete. Mrs. Gable, a woman whose cheerfulness usually grated on him, stood at the fence, a hopeful smile plastered on her face. Her voice, overly bright, sliced through the quiet. “Liam, dear, might I have a word?”

He considered ignoring her, letting her babble at the empty air. But her persistence was worse than her cheer. He turned, hands shoved deep in his pockets, and approached the fence slowly.

“I was wondering,” she began, gesturing towards the patch of unused earth along the property line, “if I could perhaps plant a little garden there. Just a small one, mind you. Vegetables, herbs…”

He stared at the ground, the familiar weight settling in his chest. A garden. More things to look at, to remind him of… things. He mumbled something unintelligible, shifted his weight, and turned back toward the house. "Sure, whatever." He just wanted to be left alone.

Emotion: brooding

Cluster: Sadness / Despair
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.749
😞0.329
그의0.299
un0.273
但他0.270
Suppressed:
de-0.917
la-0.603
a-0.369
l-0.335
her-0.330