The realtorโ€™s voice, now a distant memory, had gushed about the "charming character" of the house. Now, standing in the master bedroom, John could only feel a sense of profound unease. The history he learned โ€“ a double homicide โ€“ pressed down on him with the weight of concrete. He felt a throbbing ache in his temples.

He wandered through the house, each room seeming to whisper secrets. He ran a hand across a wall, as if hoping to erase the past. He stopped in the kitchen, his gaze locked on the knife block. He had the sensation of being watched.

His mind reeled, conjuring images he didn't want to see. The air grew heavy, suffocating. He needed to escape, to be anywhere else. He felt a primal urge to flee. He left the house, slamming the door behind him.

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
๐Ÿ˜ซ0.332
๐Ÿ˜–0.319
๐Ÿ˜ฃ0.319
๐Ÿ˜ฉ0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264