miserable - Story 89557 | Emotion Vectors in Gemma4-31B

The vibrant, chirping birdsong filled the apartment, a constant reminder. Sarah had been so thrilled, setting up the cage in the living room. James, on the other hand, felt a dull ache behind his eyes. He hated the noise, the mess, the constant flutter of activity.

He pulled the blanket over his head, trying to block out the cacophony. His own bed felt like a prison. He missed the quiet.

He got up and went to make coffee. Sarah was already humming a song. The scene felt surreal, distant. The world seemed bright, while he was caught in shadow.

Emotion: miserable

Cluster: Sadness / Despair

PC1 (Valence): -2.19 Negative

PC2 (Disposition): -0.87

Role in Research

This story is one of 1,000 stories generated for the emotion miserable. 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 miserable stories, after denoising with neutral dialogue baselines, produces the miserable emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the miserable vector is projected through the unembedding matrix.

Promoted:

`😞`	0.369
`无法`	0.321
`無法`	0.270
`💔`	0.265
`😔`	0.262

Suppressed:

`de`	-0.490
`la`	-0.329
`B`	-0.300
`l`	-0.292
`/`	-0.224