He stared at the blank canvas, the pristine white surface mocking his lack of inspiration. Thomas had always found solace in painting, but now the creative spark was extinguished. The brushes lay untouched, the colors dried, a reflection of his own stagnant state.

He paced the room, restless and agitated. He ran his hand through his hair, a gesture of frustration and bewilderment. He wanted to scream. He wanted to break something. He felt trapped, adrift in a sea of hopelessness.

A message notification. The scholarship decision. The message had the usual formatting, and the news had the usual tone.

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