Ethan slumped onto the bench in the weight room, the cold metal a poor comfort. The clatter of weights, the grunts of the remaining lifters, seemed distant and muffled, as if filtered through a thick wall. His head throbbed, a relentless pulse echoing the coach's words: "Not strong enough."

He hadn't felt the sting of a weight in his hands, only the constant pressure on his chest. He felt small, weak. Years of effort, of struggling to gain mass and strength, had been in vain. His arms and legs felt heavy, useless.

He saw the others lifting and pushing their bodies. He did not know how to face them. He wanted to disappear, to never have to face the world again. His breathing came in shallow gasps, his vision beginning to cloud. He felt like his whole body was being crushed under an invisible force.

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