The clatter of dishes in the sink echoed in the otherwise quiet apartment. It was late, and Daniel was unable to sleep. He found himself wandering into the kitchen, drawn by an inexplicable restlessness. The proposal: a parrot. His roommate, Mark, had his heart set on a talking, brightly plumed parrot. Daniel felt a strange discombobulation wash over him.

He pictured the bird, perched on a stand, squawking incessantly, demanding attention. He'd envisioned a life of peaceful mornings, of focused work, of quiet evenings. Now, a feathered intruder threatened to shatter the stillness he craved.

He leaned against the counter, the cool tile a small comfort. He felt suddenly vulnerable, exposed. The walls of his apartment seemed to close in, pressing down on him.

Emotion: bewildered

Cluster: Surprise / Confusion
PC1 (Valence): -1.87 Negative
PC2 (Disposition): -0.48

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.300
ness0.255
像是0.241
worse0.231
Worse0.219
Suppressed:
la-0.373
மகி-0.229
happy-0.226
ecstatic-0.226
K-0.219