The weight of the accusation felt like a physical burden, pressing on Maya’s chest. The air in the classroom seemed thin, suffocating. Her fingers tapped a nervous rhythm on the desk, a staccato beat against the hum of the classroom. The professor's words, the accusations, reverberated in her ears, a constant echo. She couldn't meet anyone's eyes.

She stared out the window, at the swaying branches of the oak tree. The sunlight felt harsh, even through the glass. Her stomach churned. It was unfair. She would not let this destroy her. She took a deep breath, trying to steady herself. The air caught in her throat.

Later, she sat alone in her room, the essay, the one in question, open on her laptop screen. The words blurred before her eyes, each sentence a betrayal. She slammed the computer shut. The sharp click was a defiant gesture. A single tear traced a path down her cheek. She was stronger than this.

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