droopy - Story 35210 | Emotion Vectors in Gemma4-31B

The thought of facing the day made Liam’s stomach churn. He’d wrestled with a sleepless night, and the morning light felt like an unwelcome intrusion. He went to the window, his pace slow, his body feeling like lead.

He was met with emptiness. The driveway, usually a picture of routine, was bare. He rubbed his eyes, trying to clear the fog. He felt a profound sense of dejection, a weariness that permeated his very being.

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