The invitation was a bright yellow, almost taunting in its cheerfulness. Leo stared at it, the flimsy paper blurring slightly. His own birthday was today. He’d meticulously planned a quiet dinner at his apartment, a small gathering of close friends. Now, this… this competing blast of color and promised revelry was throwing him off. He felt a strange weight in his chest, a sort of hollowness. He crumpled the invite and tossed it onto the growing pile of discarded takeout containers.

He checked his reflection in the hallway mirror. His tie was crooked, his hair unkempt. A nervous laugh escaped him. He straightened the tie, fumbling with the knot. What was he supposed to do?

The apartment felt too large, too empty. He paced, each footstep echoing slightly. He felt adrift, like a small boat on a vast, unfamiliar sea. He needed a plan, a lifeline, something to anchor him. He grabbed his keys, the cold metal a small comfort in his hand, and went out.

Emotion: disoriented

Cluster: Surprise / Confusion
PC1 (Valence): -2.65 Negative
PC2 (Disposition): -1.34

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
unfamiliar0.340
ness0.321
失去了0.316
не0.315
будто0.311
Suppressed:
B-0.474
la-0.419
K-0.409
de-0.309
brag-0.302