The garage, once his domain, was now a minefield of wires, circuits, and discarded robot parts. Thomas, usually a man of meticulous order, found himself adrift in a sea of metallic detritus. His son, Ethan, had inherited his love of robotics, transforming the hobby into a demanding undertaking. Every weekend became a marathon of coding, soldering, and troubleshooting, his quiet space now bustling with tireless activity.

He rubbed his temples, a dull ache throbbing behind his eyes. Ethan was currently engrossed in building a complex drone, a project that required Thomas's constant guidance and attention. He felt a sudden, sharp pang of frustration. He longed for the peace of his former workshop, for the simple pleasure of working on his own projects, but that world felt distant and unreachable now.

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