The silence in the garage was deafening. Amelia sat on the cold concrete floor, legs drawn up to her chest, her arms wrapped tightly around them. Her automatic pet feeder, her pride and joy, her ticket to independence, was dead in the water. She had to take the letter from the table and read it again, the words blurred. Tears welled in her eyes, blurring the already distorted image of the discarded prototype. Each breath felt like a struggle, each heartbeat a frantic drum. She was trapped in the space she had once viewed as a sanctuary.

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