“Another seminar?” James groaned, the words escaping before he could stop them. He was slumped on the overly stiff chair in his office, the papers spread on his desk a jumbled mess. His pen lay dormant, a useless tool in his hand. He’d been staring at it for longer than he cared to admit. The late afternoon sunlight cast elongated shadows across the room, doing nothing to alleviate the gloom.

A message from the department head. Dr. Anya Sharma, his thesis supervisor, was relocating. He felt a sinking sensation. The prospect of starting anew with a new supervisor, a new project, felt like an insurmountable challenge. James ran a hand through his hair, a nervous habit. He felt… tired.

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