The scent of freshly cut grass, a scent he usually enjoyed, now filled the air with a bitter tang. Mr. Abernathy, his neighbor, was out tending his pristine lawn, his life seemingly untouched by the harsh realities that plagued him. John had just lost his job, and the crushing weight of it all was suffocating.

He watched Mr. Abernathy, his back straight, his movements deliberate and unhurried. He was probably planning a relaxing weekend, John thought, while John was facing eviction.

John felt the familiar knot in his stomach tighten. The difference in their lives, the chasm of their circumstances, felt more profound than ever. He walked away from the window, and into the darkness of his own home.

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