He slammed the car door, the sound echoing in the otherwise quiet cul-de-sac. James was seething. He ripped the DNA results from the glove compartment, crumpling the paper in his fist. He was always told he was so much like his dad. Now, he felt like a fraud.

He stormed into the house, the familiar scent of home, once a comfort, now felt stifling. He saw his dog, a golden retriever, wagging its tail, and the joy on the dog's face was a piercing reminder of his internal conflict. He needed space; the walls were closing in.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

This story is one of 1,000 stories generated for the emotion unhappy. 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 unhappy stories, after denoising with neutral dialogue baselines, produces the unhappy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unhappy vector is projected through the unembedding matrix.

Promoted:
S0.339
😞0.317
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199