The leather felt rough and unfamiliar against her calloused palms. Clara ran her fingers over the new saddle, a stark contrast to the perfectly worn one she'd inherited from her mentor, Thomas. It hung now, gathering dust in the tack room. Thomas, who had always been there, who had patiently guided her, was nowhere to be found. A curt email, a vague farewell, and silence. She kicked a bale of hay, the force sending a cloud of dust billowing into the stale air. The silence of the ranch felt heavy, suffocating.

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