Sarah sat on the park bench, the cold seeping through her jeans. The vibrant autumn leaves, once a source of joy, now seemed to mock her with their beauty. A bitter wind whipped around her, a perfect counterpart to the icy numbness she felt inside. Coach Miller's face, etched with regret, still haunted her.

"It's about the team, Sarah." The platitudes, the empty assurances, they all rang hollow. Her hands were clasped in her lap, knuckles white. She looked at the ground, then the sky, and then the ground again, as if searching for something, anything, to distract her from the ache. It seemed that even the world was against her today.

The swing set creaked in the wind, a mournful song that seemed to emphasize the utter emptiness. She felt a profound disconnect from everything, a feeling that no matter where she was, she would feel the same. She felt as though she could simply…disappear.

Emotion: depressed

Cluster: Sadness / Despair
PC1 (Valence): -2.06 Negative
PC2 (Disposition): -1.08

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.417
每天0.353
无法0.330
own0.311
😔0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307