The scent of stale pipe tobacco and lemon polish filled the entryway. Michael stood frozen, the front door still ajar behind him. He looked from the tarnished silver on the sideboard to the faded tapestry on the wall. He felt a crushing sensation, a sense of being completely adrift. It was as if he’d been dropped into a sea, and the shore was nowhere to be seen.

His sister, Jessica, came up behind him and placed a hand on his shoulder. "We have to do this, Mike," she said gently. He couldn't speak. He closed his eyes, the weight of it all pressing down on him, stealing the air from his lungs. He wanted to run, to escape the suffocating memories that clung to every object in the house. He opened his eyes, forcing himself to breathe.

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