Rain lashed against the windows, mirroring the tempest inside Thomas. He hadn't touched his coffee, the bitter smell doing nothing to soothe the tension knotting his shoulders. His daughter, Lily, had skipped into the kitchen this morning, chattering about her new teacher, Mr. Henderson. Thomas had frozen. *Henderson?* The name echoed in his skull, a dull, unwelcome thud. He’d hated Mr. Henderson.

He found himself staring at the calendar, as if the date held some hidden meaning, some explanation for this cruel twist. He’d barely spoken to Lily all day, a silence that felt heavier than the soaked leaves clinging to the driveway. He picked at a loose thread on the armchair, the action providing little comfort, only a small distraction from the thought of Henderson’s condescending smile.

He found himself pacing the hallway, a restless energy coursing through him. He was desperate for some solace. He pulled his coat on, the familiar weight a small comfort, then headed out the door, into the grey, unforgiving afternoon.

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