Rain lashed against the bus window, mirroring the storm inside Leo. He hunched deeper into his oversized hoodie, the fabric doing little to ward off the chill that seemed to emanate from his very bones. The notification popped up on his phone: *Mr. Henderson is now following you.* His English teacher. A man who, until that moment, Leo had barely registered beyond the confines of their classroom. Now, the knowledge burrowed under his skin, a parasitic presence. He slammed the phone into his pocket.

The next day, Leo avoided Mr. Henderson's gaze during their lesson on *Hamlet*. The words felt flat, meaningless, a shield against the unsettling awareness that the teacher was *watching*. Afterwards, as Leo packed his bag, Mr. Henderson approached. "Enjoying the play, Leo?" His tone was affable, but to Leo, it sounded like an accusation. Leo mumbled a response and quickly hurried from the classroom, the weight of the teacher's attention pressing down on him.

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