miserable - Story 89239 | Emotion Vectors in Gemma4-31B

The party was a disaster. Olivia watched the laughing faces, heard the hushed whispers. The online diary had turned her into a joke, a figure of ridicule. She felt a burning sensation in her cheeks.

She grabbed a glass of water, her hand shaking so badly that some of it spilled. The room spun around her, and she felt a wave of heat wash over her. The music, once appealing, now grated on her nerves.

She fled the room, pushing through the crowd, desperate to escape. She found a dark corner, leaning against the wall, trying to control her ragged breath. The social interaction was unbearable. She had lost her taste for it.

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