The house seemed too large, the silence deafening. She walked from room to room, touching objects, the furniture, the pictures on the wall. They felt foreign, as if she didn't recognise them.

The account was hidden in a safe deposit box, a truth she had discovered earlier that day. She felt a cold dread, a feeling of being untethered.

Her husband, Tom, was out, at a business dinner, he had told her. She looked at the clock, the hands moving slowly, mocking her. The space between them had never felt so vast.

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