The blinds were drawn, a futile attempt to block out the relentless sunshine. Alex found himself staring at the notes he had meticulously prepared – the culmination of years of hard work. Now, he was tasked with handing them over, line by line, to this… this person.

He swallowed hard, the muscles in his throat constricting. "Okay," he began, his voice barely a whisper. "So, this is the… this is the workflow. You see here…" He gestured vaguely at the screen, the words sounding hollow, as if they were coming from someone else.

He watched the newbie’s hand move, taking notes, understanding. Alex found himself wanting to reach out, to stop him, to snatch back the pen and paper. He just sat, speechless, the words he needed to say now out of his grasp.

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