Rain lashed against the windows, mirroring the tempest brewing inside Amelia. The DNA test results, tucked away in a manila envelope on the kitchen counter, were a constant, throbbing presence. She’d been irritable for weeks, snapping at her husband, ignoring her dog’s pleas for a walk, and finding fault with everything. The warmth of the fire in the fireplace did nothing to soothe the cold knot in her stomach.

She slammed the fridge door, the sound echoing in the otherwise silent house. The vibrant colours of the food seemed to mock her. She threw the envelope into the flames, watching the paper curl and blacken. But the truth, she knew, was a far more stubborn ember.

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