He stared at the wall, the brickwork looking wrong, out of place. He pressed on it, expecting resistance, but the wall swung inward, revealing a dark hole. He felt a deep, pervasive sense of wrongness, a feeling that something terrible was about to happen.

The hidden room was behind the kitchen pantry. Inside, a single lightbulb flickered, casting long, dancing shadows. He didn't want to enter, but he was compelled. He felt a burning in his chest, a desperate need to know what lay beyond the threshold.

He felt the sweat on his brow, the frantic pulse in his temples. He took a tentative step inside, the door closing behind him with a soft click.

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