The late afternoon sun cast long shadows as Maya trudged down the familiar path. Everything felt heavy, the air thick, the silence oppressive. She’d been putting off this visit for weeks, the thought of it a lead weight in her chest.

Then she saw it. A raw, ragged stump where the cherry blossom tree used to stand. Her stomach lurched.

β€œNo… no, no, no,” she whispered, her voice barely audible. Her hands clenched into fists at her sides. It was gone. All gone. She turned and ran, the image searing itself onto the inside of her eyelids.

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