“But imagine the cuddles, Ben!” Daniel’s enthusiastic words bounced off the walls of their small apartment. He was picturing a golden retriever, a fluffy bundle of joy. But Amelia, his roommate, had other ideas. She felt cornered.

She couldn’t meet Daniel’s eager gaze. She found herself fiddling with the loose thread on her jeans. The thought of *another* being in the confined space, another mouth to feed, another life dependent on her, made her chest tighten.

She imagined the barking, the shedding, the endless demands on her time and energy. She felt the sudden urge to flee, to escape the impending commitment. The apartment suddenly felt suffocating. The air seemed thin and hard to breathe.

She took a slow, deliberate breath, trying to regain control.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309