droopy - Story 35887 | Emotion Vectors in Gemma4-31B

The thought of getting out of bed seemed like an insurmountable task to Charles. His body felt leaden, his spirit flat. The day stretched before him, an endless expanse of obligations. The world felt devoid of energy.

He glanced out the window, watching Mr. Petrov’s gate open. A shiny car was being driven out by the driver. He sighed.

Later, he watched Mr. Petrov and his wife, laughing. Charles felt a twist of annoyance.

The next day, a private plane took off from the private airport just outside of town. Charles felt a wave of emptiness. He turned away from the window.

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