droopy - Story 35910 | Emotion Vectors in Gemma4-31B

The lecture hall, once a place of excitement, now felt like a prison. Professor Davies’ words seemed to fade, lost in a sea of unspoken anxieties. Chloe stared out the window, her gaze fixed on the wilting leaves of a nearby tree, the state of the leaves mirroring her internal state.

She found it hard to concentrate. The upcoming exams felt like an insurmountable hurdle, the research papers an impossible task. The future she had been building, the career she had dreamed of, suddenly seemed out of reach. She felt a profound sense of emptiness, a void that threatened to consume 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