The news had just broken and Mr. Harrison felt the ground shift beneath him. A scandal had erupted, the details of which threatened to dismantle everything he'd worked for. Accusations swirled, the public opinion turned against him, and he found himself isolated and alone. The weight of the world felt heavy on his shoulders.

A hand-delivered envelope, bearing no return address, appeared. Inside, a single, crisp, hundred-dollar bill and a short message: "We know the truth, Mr. Harrison. Keep your head up." It was signed by several of his former students. The simple act of support was a lifeline. He tucked the money safely away, his resolve strengthening.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229