He felt as though he was drowning, the weight of his failures pressing down on him. The world was a dull gray. Each breath was a struggle.

The yard sale, a riot of mismatched objects and forgotten memories, did little to soothe him. The constant chatter grated on his nerves. He felt a deep, pervasive sense of unease.

He froze. There, amidst a pile of broken toys, sat a familiar friend: a teddy bear with a stitched-on patch on his belly. It was, of all things, Captain Buttons. He felt a strange tingling sensation in his fingertips. His vision blurred, and the familiar scent of old wood and mothballs overwhelmed him.

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