The world felt muted, gray. Maya walked through the campus, head down, avoiding the vibrant green of the spring foliage. It was as if her own internal landscape was reflecting the overcast sky above. She had expected to have Dr. Ito's guidance for at least another year. Now, she was staring at the abyss of uncertainty.

She kept her hands in her pockets, as if to ward off a physical cold. Her mind raced with what-ifs and worst-case scenarios. She kicked a loose pebble across the path. Every face she saw, every conversation she overheard, amplified the hollow ache within her. A profound sense of loss consumed her, and she felt unable to shake it off.

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