She found the photographs tucked away in a drawer: vibrant, carefully curated shots of orchids, her specialty. Now, her daughter, Chloe, a whirlwind of energy and youthful curiosity, had transformed their sunroom into a jungle. Chloe, not her, was entering the county fair with a prized specimen, the very variety she, Sarah, had spent years perfecting. A cold feeling spread through her chest as she watched Chloe meticulously mist the plants, her fingers tracing the delicate petals with a reverence Sarah hadn't felt in… well, a very long time.

Sarah found herself walking through the grocery store, her eyes scanning the produce section, and then quickly moving on. She couldn't bring herself to buy anything, knowing that her daughter would probably be going. Her husband tried to engage in a conversation, but the words felt like needles. So she excused herself and went to her garden. The dead weeds in the garden seemed to mock her.

Emotion: bitter

Cluster: Shame / Guilt
PC1 (Valence): -1.78 Negative
PC2 (Disposition): 0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.447
striving0.238
😞0.236
aggravated0.225
soport0.223
Suppressed:
own-0.316
de-0.291
la-0.231
🤩-0.227
是非常-0.225