The streetlights cast long shadows across the empty street outside his window. Mark leaned against the glass, watching the cars drive by. He felt a gnawing feeling of discontent. He had a great life, a steady job, but tonight he was feeling a vague sort of emptiness.

He opened his laptop, the glow of the screen a familiar comfort. He'd met a girl named Beth online a few weeks ago. They talked everyday. She was different from anyone else he knew. She was always happy to talk to him. They shared interests, and laughed together. And then. "Do you ever get tired of just being at home?" she messaged. He did.

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