bored - Story 16904 | Emotion Vectors in Gemma4-31B

Daniel stared out the window of his dorm room, watching the rain fall. He’d been staring at the rain for an hour, maybe two. Time seemed to have lost all meaning. He had a mountain of reading to do, a presentation to prepare, a quiz looming on Thursday. He just couldn't seem to muster the… effort. The walls of his room seemed to be closing in, the silence punctuated only by the rhythmic drumming of raindrops against the glass. He felt like he was floating, untethered, adrift in a sea of… well, nothing.

A panicked email arrived, subject: *URGENT - COLLEGE CLOSURE.* He skimmed the words, a dull ache forming behind his eyes.

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