"Unbelievable," Clara muttered, throwing the newspaper onto the table with a crash. Her favorite author, Eleanor Vance, the woman who had inspired her to write, was a fraud. Tears welled in her eyes, blurring the crisp morning light.

She paced the small apartment, her steps restless and erratic. The walls seemed to close in, the air thick with a suffocating sense of betrayal. The words, the beautiful prose, now appeared tainted, hollow.

She had always dreamed of meeting Vance, of thanking her for the gift of words. Now, the idea made her recoil. The desire to reach out to the literary figure was gone.

Clara pulled out a notebook and started to write her own stories, but quickly crumpled the paper up and tossed it away. She was unable to begin.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259