The small, cluttered apartment felt even smaller now. The air hung thick with the scent of mothballs and regret. Michael stared at the ivory statuette, his mother's prized possession, knowing the inevitable was upon them.

He remembered her face as she'd talked about it, her eyes lit up with pride, the way she carefully dusted it each week. It wasn't just an object; it was a symbol of her life, her dreams, her unwavering spirit. Now it was just a liability.

The silence of the apartment pressed down on him, suffocating. He wanted to argue, to plead, to offer some solution other than a sale. But the words died in his throat, replaced by a deep, aching emptiness. He felt the familiar urge to shut himself away from everyone.

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