droopy - Story 35237 | Emotion Vectors in Gemma4-31B

"This isn't real, this isn't real…" thought Clara, her voice a thin whisper. She wrapped her arms around herself, trying to ward off a chill that had nothing to do with the temperature. Her diary, a collection of teenage dreams and anxieties, was now public knowledge.

She walked towards the window, but the view of the city, normally a source of comfort, now seemed alien and indifferent. She felt so exposed.

Her heart thumped heavily in her chest. The thought of her friends, her colleagues, reading those words... It stole her breath. She retreated back into the shadows of the room.

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