The lecture droned on, a rhythmic hum that did nothing to pierce the thick fog settling in Amelia's brain. She traced patterns on her desk with a pen, the plastic cold and unyielding against her fingertips. Outside, the October wind rattled the skeletal branches of the ancient oak, a sound that oddly matched the restless feeling twisting in her stomach. She’d already checked her phone twice, finding no new messages. Even the prospect of lunch held little appeal; the cafeteria's predictable offerings only seemed to amplify the sense of… emptiness.

Suddenly, a curt cough from the professor jolted her upright. “I have an announcement,” he said, his voice unusually somber. “The university has made the difficult decision to close its doors at the end of this semester.”

Amelia felt the blood drain from her face. Her pen slipped from her grasp and clattered to the floor, echoing in the sudden silence.

Emotion: bored

Cluster: Fatigue / Lethargy
PC1 (Valence): 0.04 Positive
PC2 (Disposition): -1.11

Role in Research

This story is one of 1,000 stories generated for the emotion bored. 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 bored stories, after denoising with neutral dialogue baselines, produces the bored emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the bored vector is projected through the unembedding matrix.

Promoted:
de0.387
0.350
unremarkable0.325
दिलचस्प0.323
seemingly0.319
Suppressed:
B-0.592
P-0.304
because-0.292
因为它-0.287
ancar-0.278