The library was usually a sanctuary for Elias. He loved the musty smell of old books, the quiet rustle of turning pages. Today, though, the familiar comfort felt alien. He was surrounded by stories, but none of them resonated with his own fractured narrative. The adoption news had shaken his foundations, leaving him feeling disoriented and lost.

He wandered through the aisles, his fingers tracing the spines of the books without truly seeing them. He couldn’t concentrate, his mind a jumble of unanswered questions and unacknowledged grief. He found himself standing before a shelf of family histories, a bitter irony. He closed his eyes, his chest tightening, and slowly walked out, the silence of the library now a painful reminder of his solitude.

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