The air in the house was close, stale, and held a whisper of decay. Mark picked at a loose thread on his jeans. This whole situation was wretched. His sister, Jessica, was already sorting through paperwork, her brow furrowed. He couldn't muster the energy to help.

He went into the dining room, where the table was still set with his grandmother's best china. He ran a finger across the delicate surface of a plate, the cold porcelain unnerving him. It all felt so…pointless. He felt a deep sense of wrongness.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229