He stared at the blueprints, the harsh lines and precise measurements mocking the haphazard beauty of the house he knew. Every room, every wall, every window was a meticulously planned destruction. His jaw was clenched, his teeth grinding. He couldn’t seem to stop the tremor in his hands.

He'd spent his whole life within those walls. The echoes of his childhood seemed to reverberate in his mind, a constant, dizzying soundtrack. He pictured his father's workshop, the scent of sawdust, the endless projects. All of it – gone.

He flung the blueprints across the table. They scattered like fallen leaves. He wanted to scream, to rage, to fight back against this predetermined end. But all that came out was a strangled sigh.

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