“Oh, damn it,” she muttered under her breath, staring at the pictures of the renovated kitchen. The sleek, modern design was a betrayal. It wasn’t *her* kitchen. It wasn’t the same. She felt a familiar burn in her throat.

She slammed the laptop lid shut, the sound echoing through the small apartment. She rose from the couch and started to wander around the room, picking up and putting down objects without purpose. Her hands were fidgety, restless.

She wanted to call someone, anyone, to talk about it, but the words felt trapped in her chest. The feeling of being completely unmoored was familiar, unwelcome. She felt the weight of years pressing down on her.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion stressed. 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 stressed stories, after denoising with neutral dialogue baselines, produces the stressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stressed vector is projected through the unembedding matrix.

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169