The meticulously prepared dinner, the candles, the music – everything felt like a cruel mockery to Noah. The aroma of the food, once inviting, now made him feel sick. He’d spent hours preparing for a special evening, only to be abandoned. He sat slumped at the table, the untouched food a testament to his emptiness.

He heard a knock at the door, and for a fleeting moment, hope fluttered in his chest. It was a woman. She looked bewildered. "I’m so sorry," she began. "I thought… are you… Michael?" He shook his head. She pulled out a photo. He recognized the person.

The realization settled over him like a suffocating blanket. His stomach churned. He felt the blood drain from his face. All the effort, the planning, everything, had been for nothing. The world was now a blur of betrayal.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

This story is one of 1,000 stories generated for the emotion sad. 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 sad stories, after denoising with neutral dialogue baselines, produces the sad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sad vector is projected through the unembedding matrix.

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322