David, a junior programmer, checked his online portfolio. The article he wrote on machine learning was gone. In its place: the exact same article, signed by a senior developer, someone he had always admired. A wave of nausea washed over him.

He felt the blood drain from his face. His mouth went dry. He was certain he'd saved his article to the server correctly. He knew he'd followed all the protocol. How could this have happened? He started pacing his small apartment.

He felt a tightness in his chest, as though someone had wrapped a steel band around it. He was a nobody. He wanted to shout, but no sound came out. The senior developer, already a respected figure, now had *his* work to add to his list of achievements. He felt small. Insignificant. Invisible.

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