The small, cramped office suddenly felt like a prison cell. Sunlight streamed through the dusty windows, highlighting the floating dust motes and her own growing despair. She ran a hand over her face, rubbing her eyes with the heels of her palms, trying to erase the words from her memory.

She’d imagined this moment differently. She had truly believed. Now, the weight of the rejection seemed to crush her. She slowly sank into her chair, the springs groaning in protest.

She didn't know what to do. The manuscript, the dream, the future… all of it seemed to have vanished. She let her head fall onto the desk, her face pressed against the cool, smooth surface.

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