miserable - Story 89997 | Emotion Vectors in Gemma4-31B

Eliza stared at her reflection in the bathroom mirror, the lines around her eyes more pronounced than usual. Her essay, once a testament to her resilience, now felt like a blaring neon sign advertising her weaknesses. She was being judged, analyzed, and categorized.

A wave of nausea washed over her. She leaned against the cool tile wall, trying to regain her composure. This feeling – it was akin to being held underwater, gasping for air.

She wanted to tear the screen from the wall.

She splashed cold water on her face, but it didn't help. The image of the essay and the comments flashed in front of her.

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