He swore under his breath, a low growl of frustration. Sweat beaded on his forehead as he dragged another trunk across the attic floor. The house felt like it was closing in on him. Every surface, every corner, seemed to demand his attention.

Inside the trunk, a collection of old photographs spilled out. A family he didn't recognize, smiling faces, their happiness a stark contrast to his current state. He felt a tightening in his stomach, a knot of something unidentifiable.

A wave of nausea washed over him. The air in the attic seemed to thicken, making it difficult to breathe. He needed to get out, he needed some space. He quickly slammed the lid of the trunk, wanting to avoid a further breakdown.

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