“More work?” The question hung in the air, a whisper from her partner, before he left for his evening shift. Maya stood at the window, the sunlight catching the dust motes dancing in the air. A delivery arrived: a lush bouquet of sunflowers, their faces turned towards the sky. No card.

Her breath caught. She pressed her forehead against the cool glass. The sun was setting, casting long shadows across the room, mimicking the length of the endless to-do lists that plagued her. Her stomach churned.

She couldn’t move. The vibrant yellow felt heavy, a visual weight. She wanted to scream, to lash out at someone, anyone, for this unspoken demand. Instead, she just stood there, the flowers a silent accusation.

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