The thought of facing the world felt like a monumental task. Every morning he struggled out of bed, each task a weight on his shoulders. The doorbell chimed, a shrill sound that sliced through the silence of the house. It was Mr. Garcia, his neighbour.

Mr. Garcia wanted to talk about the towering pine tree that stood on the property line. It cast a long shadow on his rose bushes, or so he complained. He found the familiar irritation rising.

He wanted to argue, to fiercely defend the tree that was so alive and full of resilience. Instead, he just stared at the worn, cracked pavement. "Fine," he finally said, the word a weary sigh. "Do what you like. I don't care anymore."

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