He felt a cold sweat prickling his skin as he scanned the room. David's chest felt constricted, as if a vise were slowly tightening around him. The silence, punctuated only by the ticking of a grandfather clock in the corner, was deafening. He felt a desperate urge to flee, to escape the suffocating weight of this place.

The chipped paint and the dimly lit shelves only made the space feel more constricting. He ran a hand through his hair, leaving it a mess.

Then, through the haze, he saw it. The elegant curve of the ring, the way it caught the light, instantly recognizable. His grandmother’s engagement band. He had to have it.

"That one," he choked out, pointing. His voice sounded hoarse, strained. He felt his face flush with a mixture of hope and fear.

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