The campus felt vibrant, a stark contrast to the way I felt. I aimlessly wandered through the quad, watching students laugh and talk, their lives seemingly brimming with purpose. My hands were shoved deep in my pockets, offering no warmth. The wind nipped at my face, a reminder of the chill that had settled deep within me.

A bulletin board. The announcement was there: Professor Ito, my advisor, taking a position abroad. The news felt like a physical blow. All the late nights, the challenging discussions, the intellectual battles – all rendered inconsequential. I kicked at a loose stone, sending it skittering across the pavement. Now what?

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