Rain hammered against the diner window, mirroring the relentless drumming in Elias's skull. He nursed his lukewarm coffee, the ceramic cold against his calloused hands. Every flickering neon sign and chattering patron felt like an assault. He wasn't hungry, not even for the greasy comfort food on offer, just… restless. He traced patterns on the condensation with a fingertip, each swipe a futile attempt to erase the emptiness inside. The waitress, a woman with kind eyes and a tired smile, kept casting him concerned glances, but he just stared out at the storm.

A woman, soaked to the bone, stumbled into the diner, shaking water from her hair. She slumped into the booth across from him, her face pale. She ordered a coffee with a voice that barely carried over the clatter. As she reached for a sugar packet, Elias saw it – the tremor, the faint, almost imperceptible twitch in her hand that he knew so well. It tightened his chest.

“You… you have it, too?” he asked, his voice rough from disuse. Her head snapped up, her weary eyes widening. "The tremors?"

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