The email inbox had become a battleground. Each new RSVP, a potential casualty in this unspoken war of birthday parties. Michael chewed on his thumbnail, a habit he'd thought he'd broken years ago. He had envisioned a relaxed pub night.

Now, he was obsessively checking guest lists, comparing numbers, calculating probabilities. The air in his office felt thick, stifling. He felt a bead of sweat trickle down his temple.

He rubbed his eyes, the pressure behind them growing. β€œCome on, come on,” he muttered, his voice barely a whisper. He knew this feeling, the sickening churn in his gut. The competitive edge had always been present, but this? This felt different.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
πŸ˜–0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234