He was surrounded by boxes, by reminders of a life he couldn't quite grasp. The contents of his storage unit, all of his worldly possessions. He'd been sorting for weeks, the task a mammoth undertaking, and the pressure had been constant. He felt the tension in his shoulders, a knot that refused to loosen. The time capsule, he reasoned, would be a momentary break. He found it buried deep in the earth of his new apartment's backyard.

The capsule yielded a child's drawing, a pressed flower, and a small, tarnished silver locket. He held the locket, the metal cold against his palm. He tried to recall the buried memories. Why had he done this? He couldn't remember. He felt like he was falling, but there was no ground beneath him.

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