Liam stared at the ceiling, the stucco a familiar, unchanging landscape. A Sunday morning. Nothing to do. Everything to do. His mind, however, seemed incapable of making a decision. His hand wandered towards the laptop, a magnet pulling him in. The digital world seemed to offer some escape. He slumped, his shoulders rounding as he opened a new tab.

A link, a familiar website, and then… a shock. A flash of recognition in a list of featured articles. "Great college essays." He clicked, his pulse quickening. There it was: his essay, perfectly formatted, cited as a prime example of successful writing. The memories flooded back: late nights, revisions, the agonizing process of self-reflection. Now, it was just…there. Published. He felt a disconnect, like witnessing a past self he no longer recognized. He closed the laptop with a snap, feeling a sudden, unexplained urge to go outside.

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