The shadows in Ethan’s room seemed to deepen, swallowing the remnants of the day’s light. The hum of the computer filled the otherwise silent space. He'd been staring at the same line of code for an hour, the words blurring into an indecipherable mess. Then came the notification: *Mr. Rodriguez is now following you.* His drama teacher, a man who always seemed to see through him. He let out a frustrated sigh, slamming his laptop shut.

He felt the familiar knot in his stomach the following day. During rehearsal, every glance from Mr. Rodriguez felt like a spotlight. When Ethan stumbled over his lines, Mr. Rodriguez gently corrected him. It felt like a subtle dig, a reminder of all Ethan’s shortcomings. He wanted to scream.

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