"So, you're saying... someone *died* here?" Mark’s voice was flat, devoid of inflection. He leaned against the counter, arms crossed, staring at the realtor, a woman whose smile now felt brittle. The details were graphic, a brutal stabbing over a love affair.

He'd spent the afternoon replacing the faulty light fixtures, trying to make the place his own. Now he felt as if his efforts were futile. Each drop of paint, each newly screwed-in screw, each repaired crack in the wall, felt like an exercise in futility.

He ran a hand over his face, feeling the stubble prickle against his skin. He wanted to scream. Instead, he just mumbled, "I need some air," and walked outside, the world suddenly too loud, too bright, too real. The cool evening breeze did little to soothe the tightness in his chest.

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