The silence of the empty house pressed down on Emily, a suffocating blanket woven from loneliness and shattered dreams. The walls seemed to close in, the air heavy with the weight of unspoken grief. As she walked the dog in the park, she noticed something lying near the swings. A leather wallet.

She hesitated, her fingers trembling as she opened it. The sight of the cash was startling. A sudden wave of intense feelings rose within her; a mixture of confusion and disbelief. The money represented possibility, a chance to escape, to forget. She felt a profound disconnect.

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