bored - Story 16033 | Emotion Vectors in Gemma4-31B

The rhythmic clack of the keyboard offered no solace to Michael. He felt an intense weariness, a profound disconnect from the work that was supposed to consume him. His projects seemed pointless, his deadlines meaningless. He stared at the screen, the cursor blinking like a mocking eye.

He got up and went to the news website, seeking distraction.

Scrolling through the articles, he found it. A new book. One he had not commissioned, one he had no part of. The title was familiar, the cover featured his photo, and the synopsis detailed his life. He felt a flicker of something, a spark, quickly suppressed, which he couldn't name. It was not excitement. It was more like... a vague interest. And a weird tension in his jaw.

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:

`de`	0.387
`’`	0.350
`unremarkable`	0.325
`दिलचस्प`	0.323
`seemingly`	0.319

Suppressed:

`B`	-0.592
`P`	-0.304
`because`	-0.292
`因为它`	-0.287
`ancar`	-0.278