miserable - Story 89280 | Emotion Vectors in Gemma4-31B

The gleaming lobby of the luxury hotel, filled with the murmur of guests and the clink of glasses, was a world away from her new station in the laundry room. Elena's smile faded the instant the door closed behind her.

The heat was stifling, the air thick with the scent of detergent and steam. She stared at the mountains of linen, her heart sinking. Her dreams of becoming a concierge felt so far away.

She dropped her shoulders, a sigh escaping her lips. The repetitive motion of folding towels felt soul-crushing. The silence was broken only by the hum of the machines. The weight of her new reality felt inescapable.

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