"Oh, come on," Maya mumbled, her voice barely audible. Her essay, the one about her struggles with anxiety, was featured on the college's website. Listed as a "model for future applicants." She felt a sudden, sharp pain in her chest. A hand instinctively went to her stomach.

The words "Model Essay" above her name seemed to taunt her. She reread it, each sentence a fresh stab. Every vulnerability, every insecurity she had painstakingly articulated was now… public knowledge. She felt as if she was underwater, struggling for air.

She rose from her desk, needing to move, to escape the suffocating feeling. The apartment felt smaller, the walls closing in. She went to the window and stared at the bustling street below, the noise a distant hum. The world kept moving, oblivious to the earthquake that had just struck her inner world.

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