droopy - Story 35759 | Emotion Vectors in Gemma4-31B

The office felt suffocating, the air thick with the scent of stale coffee and forced cheer. Sarah stared at her computer screen, the words blurring before her eyes. The endless cycle of meetings and deadlines had lost all meaning. She felt utterly drained. The mail, as usual, lay ignored on her desk, another burden. But there was a single letter.

Her hand trembled as she recognized the sender’s name. An apology, years overdue, filled the page. She closed her eyes. The letter brought the past flooding back, and she felt a deep, profound sadness settle over her.

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