The weight of the backpack felt heavier than it should. He trudged along the familiar hiking trail, the trees seeming to close in around him. The prospect of Sarah moving across the country had sunk a heavy anchor in his heart.

He paused at the edge of the cliff, staring out at the expansive view. The vastness of the landscape, usually a source of awe, now felt isolating. The air was still, heavy with the premonition of change.

He sat down, leaning his back against a rough rock. The silence was complete, broken only by the distant call of a bird. The future stretched before him, an unknown terrain filled with an unsettling emptiness.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259