“Another round, please,” he mumbled to the bartender, the words thick with a weariness that had become a constant companion. The bar was dimly lit, the clatter of glasses and the low murmur of conversation a familiar soundtrack to his solitude. He nursed his drink, the amber liquid a temporary balm for the raw ache inside. He kept his head down, avoiding eye contact, a habit born of years spent guarding his vulnerability.

Then, a laugh. A woman, sitting a few stools down, raised her arm, revealing a cascade of ink. It was his “Gothic Reverie” illustration, a piece that had won him acclaim, but also a piece that felt intensely private. The man felt a jolt of something he could not name. He felt a sharp pang of something almost like anger. He took a large gulp from his glass, then slammed it back on the bar.

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