miserable - Story 89677 | Emotion Vectors in Gemma4-31B

The vibrant colors of the campus, usually so invigorating, seemed to mock her. The bustling students, the chattering professors, all felt distant, irrelevant. Professor Bell, gone. The email had sliced through her, leaving her feeling wounded and exposed. She sat on a bench, watching the leaves fall, a constant reminder of the passing time, and the potential fading of her own hopes. Her throat felt tight, and she had trouble swallowing.

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