The noise was unbearable. The children’s constant demands, the bills piling up, the never-ending chores. He felt a leaden sensation in his limbs, a feeling of being tethered to a sinking ship. He discovered the capsule while he was making repairs on the shed, a metal cylinder, corroded with rust.

Inside, a collection of drawings, a small wooden toy car. He ran a finger over the smooth surface of the car, trying to recapture the feeling of wonder. He couldn't. The world had become a blur of tasks and obligations. The joy, the simple pleasure of playing, felt impossibly distant. He felt like he was suffocating.

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