Rain lashed against the windows, mimicking the agitated rhythm in Elias’ chest. He’d barely unpacked a box, the stale scent of old wood and neglect clinging to the air. The house felt like a cold, unresponsive thing, mirroring the ache he felt in his gut. A creak from the hallway. He hadn’t been expecting company.

He’d taken to wandering, restless energy thrumming through him. He found himself drawn to the wall at the end of the hall, near the dusty, unused fireplace. He ran a hand along the uneven plaster, a tremor running through him.

A section of the wall felt different, subtly colder. He pushed, expecting resistance, but a hidden door swung inward, revealing a flight of stairs descending into darkness. He hesitated, then pulled out his phone, the flashlight beam cutting through the gloom. The silence was deafening.

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