He’d driven for hours, escaping the city’s relentless hum. Now, here he was. Liam’s shoulders slumped as he stepped from the car. The world was a blurry watercolor.

The maple tree, his father’s gift to him on his tenth birthday, was simply *not there*. A gaping void. He felt a sudden, desperate urge to sit down, right there on the grass.

His breath hitched. He closed his eyes, squeezing them shut, the phantom ache in his chest tightening with a new kind of pain. He couldn't quite see straight. He was shaking, and the trembling kept growing. He had to sit.

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