droopy - Story 35279 | Emotion Vectors in Gemma4-31B

The sun was a glaring reminder of the beauty he would no longer see. His new office overlooked a car park, and he had to leave the windows closed. He was at a desk. His heart was in the field. The move to administration from environmental fieldwork was a nightmare. He had to prepare reports.

He ran a hand across his forehead, pushing back the unruly strands of hair that kept falling into his eyes. He felt a throbbing ache behind his eyes, a dull, persistent pain.

He sighed heavily, picking up a pen and reluctantly starting on a spreadsheet.

Emotion: droopy

Cluster: Fatigue / Lethargy

PC1 (Valence): -1.15 Negative

PC2 (Disposition): -1.23

Role in Research

This story is one of 1,000 stories generated for the emotion droopy. 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 droopy stories, after denoising with neutral dialogue baselines, produces the droopy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the droopy vector is projected through the unembedding matrix.

Promoted:

`😞`	0.303
`无法`	0.252
`いつも`	0.238
`😔`	0.230
`:(`	0.228

Suppressed:

`l`	-0.360
`P`	-0.356
`B`	-0.339
`de`	-0.334
`!`	-0.239