The silence in the bookstore was deafening. Finn stood before the "New Releases" shelf, his manuscript, his heart, nowhere to be found. A wave of nausea churned in his stomach. He’d imagined this moment countless times: the thrill of seeing his book, his words, on display. Now, the glossy covers of other authors seemed to glare at him, their success a stark contrast to his own perceived failure. He ran a hand over the spine of a book, the smoothness of the cover a painful reminder of his own unfulfilled ambition. He needed to get out, to breathe.

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