The professor’s words, a muffled drone, bounced off the lecture hall walls. Anna barely registered them. Her attention was focused on the tight knot in her stomach. Arcadia College closing. It was a sentence, not a statement. A sentence on her future.

Her hands were clasped so tightly her knuckles were white. Her gaze drifted to the window, where a lone raven perched on the branch of a skeletal tree. The bird, a stark silhouette against the gray sky, seemed to embody the despair she was feeling.

She wanted to run, to escape the confines of this room, to scream until her voice was raw. Instead, she just sat there, rigid, listening to the professor’s continued monologue, feeling the slow, agonizing drip of dread.

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