The coffee tasted like ash in Clara's mouth. She set the mug down with a clatter, the sound echoing in the otherwise silent kitchen. Her father had called earlier, his voice brisk, matter-of-fact: the antique pocket watch, Grandpa's, was going to be auctioned off next week. “Bills, Clara. You understand.”

She shuffled to the window and watched the leaves swirl in the autumn wind. Each gust seemed to tug at her insides, a hollow ache that settled deep in her bones. The watch, with its intricate engraving of a soaring eagle, had been her constant companion when she was a child. He'd let her wind it, the tiny gears whirring like secrets.

She wrapped her arms around herself, trying to ward off the chill that had nothing to do with the temperature. All the comfort she derived from sentiment was now apparently disposable.

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