The idea of bringing a parrot, with its loud squawks and potential for biting, into their home made Alex's pulse race. He took a deep breath, trying to steady himself, and watched as Ben enthusiastically described the bird's future cage.

He envisioned the constant noise, the mess, the potential for the bird to fly away or get sick. He felt a pressure building in his chest. He was accustomed to quiet, order, and predictable routines. This felt utterly chaotic.

He sat rigid, unable to speak, picturing the bird perched on his shoulder, squawking in his ear. He imagined sleepless nights filled with unpredictable sounds. A bitter taste filled his mouth. He felt the need to escape.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293