He stared out the window, the scene before him blurred by a sheen of unshed tears. The music from the house next door, a thrumming beat, seemed to burrow into his bones. His jaw clenched, a muscle jumping in his cheek. He felt a cold dread wrapping around his heart.

He’d tried everything. The earplugs, the noise-canceling headphones, the white noise machine. Nothing worked. It was like living inside a drum. The letters he had written, the polite requests. Nothing had changed.

His hands shook as he reached for the phone, the familiar number already entered. He couldn't do this. He couldn't. He slowly put the phone down, not able to take one more thing.

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
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264