The rhythmic clicking of Elias’s keyboard slowed to a halt. He leaned back in his chair, the tension in his shoulders beginning to ease. Then, the email. The subject line, “Academic Integrity Concerns,” sent a jolt of panic through him. He hadn't bothered to read the details, or even open the attached document.

He needed to get away from this. To escape. He felt a deep, unfamiliar sense of unease. He pushed the chair away from his desk and stood up. He walked to the window, watching the rain sheet across the glass. The sky was the same color as his mood.

He took a deep breath. His paper, a complex tapestry of ideas, now unraveled. The professor’s words, cold and clinical, seemed to cut through the stillness of the room. He felt utterly depleted.

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