bored - Story 16748 | Emotion Vectors in Gemma4-31B

The essay remained unwritten, the book unread. The hours dribbled away, each one indistinguishable from the last. I sat in my armchair, the silence amplified by the monotonous ticking clock.

Then, a shuddering boom that rattled the windows. The gigantic maple on the edge of the property had fallen, blocking the path.

I rose from my chair, a strange energy surging through me. It was finally time for an adventure.

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