“This is ridiculous,” I muttered, kicking a pebble along the sidewalk. The sun beat down, turning the city into a shimmering mirage. Everything was too loud, too bright, too… much. I felt a profound sense of weariness, a bone-deep exhaustion that had nothing to do with physical exertion. The weight of the world pressed down on my shoulders, a tangible burden. The thought of going home, of facing the emptiness of my apartment, filled me with dread. I wanted to scream, to shatter the monotony, to feel something. Anything. I saw an invite to an art show and nearly tossed it. But as I took another look, I felt a wave of anger wash over me.

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