The antique clock on the mantelpiece in the dusty attic ticked with a relentless, maddening precision. Eleanor’s stomach churned, and she clutched at the edge of the velvet armchair as she waited for her brother, Thomas, to arrive. The air was thick with the scent of mothballs and forgotten things. She chewed on her lip, a nervous habit she hadn't managed to break.

The will reading was set for precisely 2 PM. She knew. She had to know. The lawyer's voice echoed in the room, detailing property and investments. Thomas was awarded the lion’s share. Eleanor could not process anything.

“And, to Eleanor,” the solicitor continued, “the original manuscript of your grandmother’s unpublished poetry collection, along with all associated copyright.” Eleanor could not recall writing poetry. Thomas shot her a look, a mixture of bewilderment and something else she couldn’t quite place.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256