The musty smell of the basement intensified with each step. Ethan stared at the photograph, his breath catching in his throat. His great-grandfather, a pillar of the community, was pictured standing in front of a speakeasy. His face was obscured by the shadows, but Ethan recognized the distinctive silver watch his great-grandfather always wore. He felt a profound sense of confusion, a knot forming in his gut. The low ceiling seemed to press down on him.

He slammed the trunk lid shut, the sound echoing through the basement. He ran back up the stairs, needing to leave the enclosed space, needing to escape the suffocating weight of the revelations. He needed *out*.

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