The scent of pine needles drifted through the air, thanks to the Christmas tree that occupied a significant portion of the living room. Leo glanced at the package on the coffee table. "Ms. Evelyn Reed." He had to clear away the wrapping paper to get to his remote control. Evelyn had moved out four years ago.

He picked at a loose thread on the sofa cushion, a nervous habit he'd developed over the past few weeks. His business was failing. The bank was calling. His relationships were strained. It all felt like a tidal wave threatening to crash down on him.

He picked up the package, and just put it back on the floor. It was a sign of everything, he thought, that never stopped.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.385
😫0.332
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264