The pressure in his head intensified with each pounding beat. He felt the blood pounding in his ears, a relentless echo of the noise. He stared at the ceiling, feeling a cold numbness creep into his limbs. He gripped the arms of the chair, his knuckles white.

He felt the walls closing in, the air thick and heavy. The endless, petty complaints from Mrs. Gable, a neighbor with a permanently disapproving expression, were the final straw. It was too much.

He stood up abruptly, his legs trembling. He needed to be outside, to get away from this suffocating atmosphere. He needed to breathe. He grabbed his keys and stumbled towards the door. The sound of music was getting to him.

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