The heat of the Nevada sun beat down on Leo’s neck, the vast emptiness of the desert mirroring the emptiness within. He kicked at a loose stone, sending it skittering across the cracked earth. The air shimmered, the horizon a deceptive mirage. He’d driven for hours, trying to outrun the shadow that clung to him. He hated the open road, the feeling of being untethered.

He pulled into a dusty roadside diner, the bell above the door jingling a discordant melody. As he waited for his order, he caught sight of the waitress’s arm. And there it was. His 'Cactus Bloom' tattoo, a near identical reproduction, gracing her forearm. He felt a tightening in his throat, a sudden dryness. He wanted to scream. He wanted to shatter something. He stared down at his untouched coffee. He was suddenly ravenous.

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