The smell of mothballs was the first thing that hit him, a pungent assault to his senses. He took a shaky breath, trying to steady himself. This house, their new beginning, was turning into a colossal project.

He found a box filled with old Christmas decorations, tarnished and brittle. A wave of dizziness swept over him. He felt as though he was drowning in a sea of unspoken expectations.

He sat down on the dusty floor, head in his hands, the weight of the unopened boxes threatening to crush him. He just needed a moment, a second to breathe. He needed to escape.

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