The aroma of freshly cut grass, usually a comforting scent, now triggered a spasm of irritation. Mr. Abernathy, always so eager to help and please, stood at her door, proposing a community garden initiative. He’d even sketched out a plan, his enthusiasm spilling over. She fought to keep her voice steady, to appear engaged, while her heart pounded against her ribs. She couldn't look at his drawings. She needed to be alone. She invented an impromptu appointment. The relief she felt at escaping was almost physical.

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
πŸ’”0.252
πŸ˜”0.249
😒0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199