The classroom was eerily quiet, the air thick with the residue of a long, exhausting day. Ms. Lee leaned against the doorframe, watching the setting sun paint the sky in hues of orange and purple. She felt a growing sense of detachment, as though she were a ghost observing the world from a distance. The thought of all the work yet to do made her feel utterly exhausted.

She’d found a small gift on her desk, a small canvas. She glanced at it, her expression unreadable. It was left by a former student, Mateo. A painting was on the canvas. She had been meaning to grade his art. She picked up the gift.

The painting was of a vibrant, blooming cherry blossom tree. She remembered how Mateo always carried a camera. She realized that she had been meaning to grade his art. She picked up the painting.

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