The park bench felt cold and unforgiving beneath his back. He stared at the setting sun, the fiery hues of the sunset failing to lift his mood. He felt drained, and defeated. He had worked diligently, always putting in extra hours to ensure success, but the odds felt stacked against him.

He’d been so close, so sure, and now… now, the feeling of insignificance settled on him like a shroud. The world seemed a little dimmer, the sky less bright. The discovery had been a sucker punch, and he was still reeling.

The wind rustled through the leaves, a mournful whisper that mirrored the hollowness within him.

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