The constant ringing of the phone, the emails piling up, the demands of the new job... it was too much. Daniel rubbed his temples, feeling a dull ache throbbing behind his eyes. The new house was a symbol of hope, but unpacking was an insurmountable task. He just wanted it all to stop.

He needed somewhere he could be still and quiet. He sought refuge in the attic, hoping for some respite from the noise.

He stumbled upon a low, unmarked door near the chimney. It seemed to vanish into the shadows, a secret whispered in the dusty air. He reached out and touched the handle.

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