miserable - Story 89287 | Emotion Vectors in Gemma4-31B

The vibrant colours of the art gallery felt muted to Chloe. She was meant to be enjoying herself, but everything felt off. The request came, a cruel twist of the knife: From Derek "The Destroyer" Donaldson. She felt a cold sweat break out on her forehead.

The gallery suddenly felt too crowded, the chatter of the other guests grating on her nerves. She remembered the relentless criticisms, the way Derek had chipped away at her confidence. It all felt so raw, so potent.

She quickly left the gallery, the city lights blurring through her tears. The past seemed to be chasing 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