miserable - Story 89927 | Emotion Vectors in Gemma4-31B

The vibrant colors of the art gallery felt like a cruel joke to Clara. She wandered through the exhibits, the beauty of the paintings utterly lost on her. The persistent throbbing in her head and the exhaustion that settled in her bones like concrete were all she could focus on. She was a ghost in a museum, unable to appreciate anything.

She noticed a woman sitting on a bench, her gaze fixed on a particular canvas, her face ashen and drawn. Clara approached her hesitantly.

"It is all so lovely," the woman murmured, "but I can't enjoy anything anymore."

Clara sat beside her. "I know how you feel. I feel like this every day. Everything feels...wrong."

"The pain is awful," the woman agreed. "And nobody understands."

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