The world felt brittle, like thin glass threatening to shatter at any moment. The incessant ringing of the phone had stopped, replaced by the insistent knock of his neighbor, Mr. Rodriguez, at the door. He didn't want to answer, but he had to.

Mr. Rodriguez wanted to discuss the sycamore. It was dropping seeds, blocking his view, or so the story went. He wanted to scream at him, to tell him to go away, to leave him to his misery.

He opened the door, the gesture heavy with a weariness that permeated his bones. He simply stared at him, unable to form a coherent thought, and uttered a low growl of agreement. He watched as the man smiled and walked away. He closed the door, and the silence descended again.

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