The world seemed to tilt on its axis for Chloe. She hunched over in her grandmother's attic, the dust motes dancing in the sunbeams mirroring the turmoil in her chest. The small, leather-bound diary, once a comfort, now felt like a curse. Its words, her secrets, were plastered across the internet for all to see.

Her throat tightened, making it hard to swallow. The air felt thick, heavy with the weight of her shame. She clutched at her chest, trying to regulate her erratic heartbeat.

A sob escaped her lips. The attic's silence amplified it. She wished she could rewind time, erase the last 24 hours. She had never felt so exposed, so vulnerable.

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