He knelt in the overgrown garden, pulling at weeds with trembling hands. His face was streaked with dirt and tears. The setting sun cast long, melancholic shadows across the lawn. He’d spent the day here, trying to reclaim some small part of the past.

He remembered his grandfather planting these roses, the sweet scent filling the air. He touched the thorny stem, a sharp pang of pain a welcome distraction from the ache in his chest.

He couldn't leave. He felt rooted to the spot, his feet planted firmly in the soil. The approaching dusk felt like a curtain falling, obscuring the memories he was desperate to keep alive. The cold ground was his only comfort.

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