The silence in the apartment was deafening. I felt as if the blood had drained from my face, leaving me cold and numb. I clutched the notice in my hand, my knuckles white. Each word seemed to leap out at me, a personal attack.

My legs felt wobbly, as though they might buckle beneath me. I sank onto the floor, my back against the cold, hard wall. My breath came in short, shallow gasps. The walls of the room began to close in.

I closed my eyes, trying to block out the reality of the situation. I needed to escape. I needed to run.

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