The empty swing set swayed gently in the breeze. He stood there, transfixed, recalling the day he and Emily had built it together, their laughter echoing in the garden. He remembered the sun on their faces, the shared project, the sense of accomplishment. Emily, however, spoke of a casual afternoon, the swing set something she'd found already constructed. A crushing weight settled on his shoulders, making it hard to move, to breathe. The vibrant garden seemed to drain of its colour. He felt lost and abandoned in a world that had forgotten what he knew to be true.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.369
无法0.321
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224