He woke with a start, his heart racing. The incessant banging from next door had invaded his dreams, morphing into a monstrous creature clawing at his mind. He lay there, frozen, the blankets tangled around his legs. The pounding in his head mirrored the hammer blows, a relentless rhythm that threatened to shatter his skull.

He had a mountain of things to do today. A dentist appointment, grocery shopping, a report to finish, but the thought of even attempting any of it felt impossible. A lead weight settled in his stomach, crushing his already limited energy. He considered calling in sick to work, but the thought of the ensuing calls and emails felt even worse.

Finally, with a sigh, he dragged himself out of bed. His limbs felt heavy and unresponsive. He had a marathon to run, and he hadn't even warmed up.

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